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: ERBIN

Gene summary for ERBIN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERBIN

Gene ID

55914

Gene nameerbb2 interacting protein
Gene AliasERBB2IP
Cytomap5q12.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q96RT1


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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
55914ERBINCA_HPV_1HumanCervixCC1.10e-02-2.44e-020.0264
55914ERBINCCI_2HumanCervixCC3.52e-081.46e+000.5249
55914ERBINCCI_3HumanCervixCC2.46e-141.14e+000.516
55914ERBINTumorHumanCervixCC8.66e-18-3.26e-010.1241
55914ERBINH2HumanCervixHSIL_HPV1.03e-032.84e-010.0632
55914ERBINHTA11_3410_2000001011HumanColorectumAD6.75e-19-6.66e-010.0155
55914ERBINHTA11_3361_2000001011HumanColorectumAD4.55e-04-4.52e-01-0.1207
55914ERBINHTA11_866_3004761011HumanColorectumAD3.84e-13-5.83e-010.096
55914ERBINHTA11_4255_2000001011HumanColorectumSER4.42e-02-5.45e-010.0446
55914ERBINHTA11_8622_2000001021HumanColorectumSER2.36e-03-7.03e-010.0528
55914ERBINHTA11_7696_3000711011HumanColorectumAD7.59e-06-4.10e-010.0674
55914ERBINHTA11_6818_2000001011HumanColorectumAD3.58e-04-5.99e-010.0112
55914ERBINHTA11_6818_2000001021HumanColorectumAD7.85e-08-7.13e-010.0588
55914ERBINHTA11_99999970781_79442HumanColorectumMSS9.55e-11-3.87e-010.294
55914ERBINHTA11_99999973899_84307HumanColorectumMSS1.26e-02-5.73e-010.2585
55914ERBINHTA11_99999974143_84620HumanColorectumMSS6.63e-17-5.64e-010.3005
55914ERBINA001-C-207HumanColorectumFAP1.26e-03-1.66e-010.1278
55914ERBINA015-C-203HumanColorectumFAP1.76e-32-4.22e-01-0.1294
55914ERBINA015-C-204HumanColorectumFAP2.07e-05-2.31e-01-0.0228
55914ERBINA014-C-040HumanColorectumFAP1.77e-03-2.65e-01-0.1184
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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
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
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
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.

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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:00510569Oral cavityEOLPregulation of small GTPase mediated signal transduction51/2218302/187235.67e-032.92e-0251
GO:003052231Oral cavityNEOLPintracellular receptor signaling pathway61/2005265/187235.22e-092.87e-0761
GO:000716333Oral cavityNEOLPestablishment or maintenance of cell polarity53/2005218/187237.21e-093.82e-0753
GO:000726531Oral cavityNEOLPRas protein signal transduction71/2005337/187231.60e-087.27e-0771
GO:003461231Oral cavityNEOLPresponse to tumor necrosis factor55/2005253/187232.23e-077.28e-0655
GO:007135631Oral cavityNEOLPcellular response to tumor necrosis factor50/2005229/187236.79e-071.93e-0550
GO:000722931Oral cavityNEOLPintegrin-mediated signaling pathway29/2005107/187231.72e-064.19e-0529
GO:003249631Oral cavityNEOLPresponse to lipopolysaccharide65/2005343/187233.30e-067.40e-0565
GO:000223731Oral cavityNEOLPresponse to molecule of bacterial origin67/2005363/187235.94e-061.20e-0467
GO:004510422Oral cavityNEOLPintermediate filament cytoskeleton organization17/200551/187231.25e-052.25e-0417
GO:004510322Oral cavityNEOLPintermediate filament-based process17/200552/187231.67e-052.83e-0417
GO:000222121Oral cavityNEOLPpattern recognition receptor signaling pathway35/2005172/187231.38e-041.60e-0335
GO:007042322Oral cavityNEOLPnucleotide-binding oligomerization domain containing signaling pathway10/200525/187231.39e-041.61e-0310
GO:005109031Oral cavityNEOLPregulation of DNA-binding transcription factor activity72/2005440/187231.66e-041.84e-0372
GO:003587221Oral cavityNEOLPnucleotide-binding domain, leucine rich repeat containing receptor signaling pathway10/200526/187232.04e-042.19e-0310
GO:000276422Oral cavityNEOLPimmune response-regulating signaling pathway74/2005468/187233.90e-043.63e-0374
GO:000275321Oral cavityNEOLPcytoplasmic pattern recognition receptor signaling pathway16/200560/187234.28e-043.91e-0316
GO:004657815Oral cavityNEOLPregulation of Ras protein signal transduction36/2005189/187234.30e-043.92e-0336
GO:007043112Oral cavityNEOLPnucleotide-binding oligomerization domain containing 2 signaling pathway7/200516/187237.62e-046.16e-037
GO:007042421Oral cavityNEOLPregulation of nucleotide-binding oligomerization domain containing signaling pathway6/200513/187231.32e-039.48e-036
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046213CervixCCNOD-like receptor signaling pathway41/1267186/84655.90e-031.95e-021.15e-0241
hsa0462112CervixCCNOD-like receptor signaling pathway41/1267186/84655.90e-031.95e-021.15e-0241
hsa046212LungIACNOD-like receptor signaling pathway38/1053186/84651.23e-038.24e-035.47e-0338
hsa0462111LungIACNOD-like receptor signaling pathway38/1053186/84651.23e-038.24e-035.47e-0338
hsa046214Oral cavityEOLPNOD-like receptor signaling pathway48/1218186/84652.51e-051.31e-047.70e-0548
hsa046215Oral cavityEOLPNOD-like receptor signaling pathway48/1218186/84652.51e-051.31e-047.70e-0548
hsa046216Oral cavityNEOLPNOD-like receptor signaling pathway39/1112186/84651.79e-037.91e-034.98e-0339
hsa046217Oral cavityNEOLPNOD-like receptor signaling pathway39/1112186/84651.79e-037.91e-034.98e-0339
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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
ERBINSNVMissense_Mutationnovelc.2410A>Tp.Thr804Serp.T804SQ96RT1protein_codingtolerated_low_confidence(0.67)benign(0.007)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERBINSNVMissense_Mutationc.1396N>Ap.Glu466Lysp.E466KQ96RT1protein_codingdeleterious(0.01)benign(0.186)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ERBINSNVMissense_Mutationrs144581883c.3389N>Ap.Arg1130Glnp.R1130QQ96RT1protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERBINSNVMissense_Mutationc.3872N>Tp.His1291Leup.H1291LQ96RT1protein_codingdeleterious(0)benign(0.331)TCGA-AO-A0JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophospamideSD
ERBINSNVMissense_Mutationnovelc.1765N>Ap.Val589Ilep.V589IQ96RT1protein_codingtolerated(0.23)benign(0)TCGA-B6-A40B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERBINSNVMissense_Mutationc.4072N>Ap.Asp1358Asnp.D1358NQ96RT1protein_codingdeleterious(0.02)probably_damaging(0.917)TCGA-BH-A0AZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
ERBINSNVMissense_Mutationc.907N>Cp.Glu303Glnp.E303QQ96RT1protein_codingdeleterious(0)possibly_damaging(0.744)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ERBINSNVMissense_Mutationc.2631N>Cp.Glu877Aspp.E877DQ96RT1protein_codingtolerated(0.94)benign(0.022)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ERBINSNVMissense_Mutationc.3049N>Ap.Glu1017Lysp.E1017KQ96RT1protein_codingtolerated(0.2)benign(0.278)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ERBINSNVMissense_Mutationc.3268N>Tp.Asp1090Tyrp.D1090YQ96RT1protein_codingdeleterious(0)possibly_damaging(0.653)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
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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
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