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: ERBB3

Gene summary for ERBB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERBB3

Gene ID

2065

Gene nameerb-b2 receptor tyrosine kinase 3
Gene AliasErbB-3
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

P21860


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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
2065ERBB3GSM4909285HumanBreastIDC6.98e-032.54e-010.21
2065ERBB3GSM4909293HumanBreastIDC2.67e-143.89e-010.1581
2065ERBB3GSM4909296HumanBreastIDC7.91e-05-7.77e-020.1524
2065ERBB3GSM4909297HumanBreastIDC1.09e-02-1.83e-020.1517
2065ERBB3GSM4909298HumanBreastIDC2.36e-215.99e-010.1551
2065ERBB3GSM4909301HumanBreastIDC7.73e-115.31e-010.1577
2065ERBB3GSM4909302HumanBreastIDC4.33e-043.39e-010.1545
2065ERBB3GSM4909306HumanBreastIDC3.85e-073.75e-010.1564
2065ERBB3GSM4909307HumanBreastIDC1.13e-043.13e-010.1569
2065ERBB3GSM4909311HumanBreastIDC6.99e-21-3.27e-020.1534
2065ERBB3GSM4909312HumanBreastIDC7.40e-112.00e-010.1552
2065ERBB3GSM4909319HumanBreastIDC9.66e-22-2.08e-010.1563
2065ERBB3GSM4909320HumanBreastIDC1.13e-037.80e-020.1575
2065ERBB3GSM4909321HumanBreastIDC7.10e-119.48e-020.1559
2065ERBB3M1HumanBreastIDC6.46e-105.43e-010.1577
2065ERBB3NCCBC14HumanBreastDCIS4.66e-05-1.89e-010.2021
2065ERBB3NCCBC2HumanBreastDCIS2.05e-033.00e-010.1554
2065ERBB3NCCBC5HumanBreastDCIS5.81e-06-2.35e-010.2046
2065ERBB3P1HumanBreastIDC5.34e-093.21e-020.1527
2065ERBB3DCIS2HumanBreastDCIS4.90e-511.24e-010.0085
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:009719114BreastIDCextrinsic apoptotic signaling pathway42/1434219/187232.56e-081.73e-0642
GO:007099714BreastIDCneuron death57/1434361/187231.31e-077.38e-0657
GO:005140213BreastIDCneuron apoptotic process42/1434246/187237.21e-073.35e-0542
GO:190121414BreastIDCregulation of neuron death48/1434319/187235.01e-061.69e-0448
GO:004352313BreastIDCregulation of neuron apoptotic process35/1434212/187231.26e-053.29e-0435
GO:004206014BreastIDCwound healing55/1434422/187237.27e-051.45e-0355
GO:004352411BreastIDCnegative regulation of neuron apoptotic process23/1434145/187236.58e-048.11e-0323
GO:004206311BreastIDCgliogenesis39/1434301/187238.63e-041.00e-0239
GO:00100011BreastIDCglial cell differentiation31/1434225/187231.04e-031.15e-0231
GO:190121513BreastIDCnegative regulation of neuron death29/1434208/187231.23e-031.32e-0229
GO:00071625BreastIDCnegative regulation of cell adhesion37/1434303/187233.27e-032.75e-0237
GO:007099724BreastDCISneuron death57/1390361/187234.56e-082.84e-0657
GO:009719123BreastDCISextrinsic apoptotic signaling pathway40/1390219/187239.43e-085.28e-0640
GO:005140222BreastDCISneuron apoptotic process43/1390246/187231.16e-076.13e-0643
GO:190121421BreastDCISregulation of neuron death48/1390319/187232.13e-067.79e-0548
GO:004352321BreastDCISregulation of neuron apoptotic process36/1390212/187232.45e-068.68e-0536
GO:004206024BreastDCISwound healing54/1390422/187236.09e-051.22e-0354
GO:004352421BreastDCISnegative regulation of neuron apoptotic process23/1390145/187234.27e-045.72e-0323
GO:00420632BreastDCISgliogenesis39/1390301/187234.76e-046.25e-0339
GO:00100012BreastDCISglial cell differentiation31/1390225/187236.24e-047.87e-0331
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520523BreastIDCProteoglycans in cancer42/867205/84657.69e-069.99e-057.48e-0542
hsa0520533BreastIDCProteoglycans in cancer42/867205/84657.69e-069.99e-057.48e-0542
hsa0520542BreastDCISProteoglycans in cancer39/846205/84655.36e-055.58e-044.11e-0439
hsa0520552BreastDCISProteoglycans in cancer39/846205/84655.36e-055.58e-044.11e-0439
hsa05205ColorectumADProteoglycans in cancer70/2092205/84651.37e-038.46e-035.39e-0370
hsa04012ColorectumADErbB signaling pathway31/209285/84651.02e-023.91e-022.50e-0231
hsa01521ColorectumADEGFR tyrosine kinase inhibitor resistance29/209279/84651.15e-024.24e-022.71e-0229
hsa052051ColorectumADProteoglycans in cancer70/2092205/84651.37e-038.46e-035.39e-0370
hsa040121ColorectumADErbB signaling pathway31/209285/84651.02e-023.91e-022.50e-0231
hsa015211ColorectumADEGFR tyrosine kinase inhibitor resistance29/209279/84651.15e-024.24e-022.71e-0229
hsa052052ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa052053ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa052054ColorectumMSSProteoglycans in cancer65/1875205/84658.66e-045.38e-033.29e-0365
hsa040122ColorectumMSSErbB signaling pathway30/187585/84653.73e-031.67e-021.02e-0230
hsa052055ColorectumMSSProteoglycans in cancer65/1875205/84658.66e-045.38e-033.29e-0365
hsa040123ColorectumMSSErbB signaling pathway30/187585/84653.73e-031.67e-021.02e-0230
hsa052056ColorectumFAPProteoglycans in cancer57/1404205/84653.05e-053.29e-042.00e-0457
hsa015212ColorectumFAPEGFR tyrosine kinase inhibitor resistance26/140479/84652.69e-042.19e-031.33e-0326
hsa040124ColorectumFAPErbB signaling pathway26/140485/84659.52e-045.22e-033.17e-0326
hsa04010ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
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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
NRG1ERBB3NRG1_ERBB3NRGBreastDCIS
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGBreastDCIS
NRG1ERBB3NRG1_ERBB3NRGCervixCC
NRG1ERBB3NRG1_ERBB3NRGCervixPrecancer
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGCervixPrecancer
NRG1ERBB3NRG1_ERBB3NRGCRCAD
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGCRCAD
NRG1ERBB3NRG1_ERBB3NRGCRCADJ
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGCRCADJ
NRG1ERBB3NRG1_ERBB3NRGCRCFAP
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGCRCFAP
NRG1ERBB3NRG1_ERBB3NRGCRCMSS
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGCRCMSS
NRG1ERBB3NRG1_ERBB3NRGEsophagusESCC
NRG1ERBB2_ERBB3NRG1_ERBB2_ERBB3NRGEsophagusESCC
NRG2ERBB3NRG2_ERBB3NRGEsophagusESCC
NRG2ERBB2_ERBB3NRG2_ERBB2_ERBB3NRGEsophagusESCC
NRG1ERBB3NRG1_ERBB3NRGGCADJ
NRG1ERBB3NRG1_ERBB3NRGGCGC
NRG1ERBB3NRG1_ERBB3NRGHNSCCOSCC
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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
ERBB3SNVMissense_Mutationnovelc.2783A>Gp.Glu928Glyp.E928GP21860protein_codingdeleterious(0)probably_damaging(1)TCGA-A1-A0SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
ERBB3SNVMissense_Mutationnovelc.3505N>Cp.Thr1169Prop.T1169PP21860protein_codingtolerated(0.07)benign(0)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
ERBB3SNVMissense_Mutationc.850N>Ap.Gly284Argp.G284RP21860protein_codingdeleterious(0)benign(0.063)TCGA-A2-A3XV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
ERBB3SNVMissense_Mutationnovelc.413N>Tp.Gln138Leup.Q138LP21860protein_codingdeleterious(0.02)benign(0.225)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ERBB3SNVMissense_Mutationc.2374N>Gp.Leu792Valp.L792VP21860protein_codingtolerated(0.48)benign(0.116)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ERBB3SNVMissense_Mutationnovelc.2783N>Gp.Glu928Glyp.E928GP21860protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ERBB3SNVMissense_Mutationrs781015952c.3079N>Ap.Leu1027Metp.L1027MP21860protein_codingtolerated(0.11)probably_damaging(0.994)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ERBB3SNVMissense_Mutationc.3782A>Cp.Glu1261Alap.E1261AP21860protein_codingtolerated(0.17)possibly_damaging(0.714)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ERBB3SNVMissense_Mutationc.1132G>Cp.Ala378Prop.A378PP21860protein_codingtolerated(0.98)benign(0.038)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ERBB3SNVMissense_Mutationc.1293N>Cp.Leu431Phep.L431FP21860protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
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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
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCEantibody252827373ELGEMTUMAB
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCETRASTUZUMABTRASTUZUMAB23680147
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCE178101724
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCElapatinibLAPATINIB
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCEinhibitorCHEMBL2109406PATRITUMAB
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCEinhibitorDACOMITINIBDACOMITINIB
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCECDX-3379
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCEinhibitor315661317
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCELAPATINIBLAPATINIB25953157,25398453
2065ERBB3DRUGGABLE GENOME, KINASE, TYROSINE KINASE, ENZYME, CLINICALLY ACTIONABLE, DRUG RESISTANCEPERTUZUMABPERTUZUMAB23680147
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