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:000717315Oral cavityOSCCepidermal growth factor receptor signaling pathway67/7305108/187231.04e-061.40e-0567
GO:00022214Oral cavityOSCCpattern recognition receptor signaling pathway95/7305172/187231.11e-051.15e-0495
GO:00027537Oral cavityOSCCcytoplasmic pattern recognition receptor signaling pathway40/730560/187231.32e-051.33e-0440
GO:000223717Oral cavityOSCCresponse to molecule of bacterial origin181/7305363/187231.48e-051.49e-04181
GO:00072298Oral cavityOSCCintegrin-mediated signaling pathway58/7305107/187231.00e-035.20e-0358
GO:00451044Oral cavityOSCCintermediate filament cytoskeleton organization31/730551/187231.34e-036.62e-0331
GO:00358729Oral cavityOSCCnucleotide-binding domain, leucine rich repeat containing receptor signaling pathway18/730526/187231.75e-038.28e-0318
GO:00622076Oral cavityOSCCregulation of pattern recognition receptor signaling pathway56/7305105/187231.99e-039.23e-0356
GO:00451034Oral cavityOSCCintermediate filament-based process31/730552/187232.08e-039.59e-0331
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:00704239Oral cavityOSCCnucleotide-binding oligomerization domain containing signaling pathway17/730525/187233.16e-031.36e-0217
GO:00704247Oral cavityOSCCregulation of nucleotide-binding oligomerization domain containing signaling pathway10/730513/187236.32e-032.35e-0210
GO:0071605Oral cavityOSCCmonocyte chemotactic protein-1 production14/730521/187239.54e-033.39e-0214
GO:0071637Oral cavityOSCCregulation of monocyte chemotactic protein-1 production14/730521/187239.54e-033.39e-0214
GO:00465788Oral cavityOSCCregulation of Ras protein signal transduction90/7305189/187239.58e-033.40e-0290
GO:0032088Oral cavityOSCCnegative regulation of NF-kappaB transcription factor activity47/730593/187231.55e-024.99e-0247
GO:000276413Oral cavityEOLPimmune response-regulating signaling pathway108/2218468/187234.04e-127.34e-10108
GO:003052225Oral cavityEOLPintracellular receptor signaling pathway64/2218265/187231.56e-087.06e-0764
GO:000726522Oral cavityEOLPRas protein signal transduction74/2218337/187238.76e-083.09e-0674
GO:000222113Oral cavityEOLPpattern recognition receptor signaling pathway45/2218172/187231.82e-075.82e-0645
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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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