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: EPB42

Gene summary for EPB42

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPB42

Gene ID

2038

Gene nameerythrocyte membrane protein band 4.2
Gene AliasPA
Cytomap15q15.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P16452


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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
2038EPB42HTA11_4255_2000001011HumanColorectumSER1.51e-115.15e-010.0446
2038EPB42HTA11_9408_2000001011HumanColorectumAD9.81e-032.34e-010.0451
2038EPB42HTA11_8622_2000001021HumanColorectumSER5.63e-125.44e-010.0528
2038EPB42HTA11_7663_2000001011HumanColorectumSER1.71e-187.62e-010.0131
2038EPB42HTA11_10623_2000001011HumanColorectumAD5.57e-135.17e-01-0.0177
2038EPB42HTA11_6801_2000001011HumanColorectumSER1.19e-073.87e-010.0171
2038EPB42HTA11_10711_2000001011HumanColorectumAD1.53e-174.92e-010.0338
2038EPB42HTA11_7696_3000711011HumanColorectumAD2.10e-173.51e-010.0674
2038EPB42HTA11_6818_2000001011HumanColorectumAD7.12e-289.56e-010.0112
2038EPB42HTA11_7469_2000001011HumanColorectumAD6.07e-117.37e-01-0.0124
2038EPB42HTA11_11156_2000001011HumanColorectumAD1.57e-053.90e-010.0397
2038EPB42HTA11_6818_2000001021HumanColorectumAD2.57e-461.23e+000.0588
2038EPB42HTA11_99999970781_79442HumanColorectumMSS1.59e-377.40e-010.294
2038EPB42HTA11_99999965062_69753HumanColorectumMSI-H1.89e-111.20e+000.3487
2038EPB42HTA11_99999965104_69814HumanColorectumMSS8.49e-184.93e-010.281
2038EPB42HTA11_99999971662_82457HumanColorectumMSS3.40e-531.07e+000.3859
2038EPB42HTA11_99999973899_84307HumanColorectumMSS8.26e-073.35e-010.2585
2038EPB42HTA11_99999974143_84620HumanColorectumMSS1.15e-204.26e-010.3005
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0034101ColorectumADerythrocyte homeostasis51/3918129/187231.07e-063.59e-0551
GO:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0055076ColorectumADtransition metal ion homeostasis53/3918138/187231.89e-065.65e-0553
GO:0002262ColorectumADmyeloid cell homeostasis57/3918157/187236.17e-061.56e-0457
GO:0008360ColorectumADregulation of cell shape56/3918154/187237.01e-061.73e-0456
GO:0048872ColorectumADhomeostasis of number of cells87/3918272/187231.16e-052.61e-0487
GO:0030218ColorectumADerythrocyte differentiation45/3918120/187232.22e-054.39e-0445
GO:0055072ColorectumADiron ion homeostasis32/391885/187232.97e-043.60e-0332
GO:00226041ColorectumSERregulation of cell morphogenesis89/2897309/187231.51e-091.52e-0789
GO:00550761ColorectumSERtransition metal ion homeostasis41/2897138/187231.66e-055.05e-0441
GO:00341011ColorectumSERerythrocyte homeostasis39/2897129/187231.70e-055.11e-0439
GO:00022621ColorectumSERmyeloid cell homeostasis44/2897157/187234.09e-051.03e-0344
GO:00083601ColorectumSERregulation of cell shape43/2897154/187235.47e-051.30e-0343
GO:00488721ColorectumSERhomeostasis of number of cells65/2897272/187231.70e-043.19e-0365
GO:00302181ColorectumSERerythrocyte differentiation33/2897120/187235.15e-047.30e-0333
GO:00550721ColorectumSERiron ion homeostasis24/289785/187231.91e-031.93e-0224
GO:00300991ColorectumSERmyeloid cell differentiation80/2897381/187232.28e-032.18e-0280
GO:00226042ColorectumMSSregulation of cell morphogenesis103/3467309/187232.70e-102.56e-08103
GO:00341012ColorectumMSSerythrocyte homeostasis49/3467129/187231.58e-077.19e-0649
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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
EPB42SNVMissense_Mutationrs116008388c.1463G>Ap.Arg488Hisp.R488HP16452protein_codingtolerated(0.59)benign(0)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EPB42SNVMissense_Mutationc.80N>Ap.Ile27Asnp.I27NP16452protein_codingtolerated_low_confidence(0.56)benign(0.118)TCGA-C8-A12U-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EPB42insertionIn_Frame_Insnovelc.1362_1363insCCCAACCTTGCTCTCTCATCATTCAAGGGGAGAATTCATp.Gly454_Ser455insProAsnLeuAlaLeuSerSerPheLysGlyArgIleHisp.G454_S455insPNLALSSFKGRIHP16452protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
EPB42insertionIn_Frame_Insnovelc.957_958insCCAGGCTGCATTTCCAGAp.Val319_Thr320insProGlyCysIleSerArgp.V319_T320insPGCISRP16452protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
EPB42SNVMissense_Mutationrs755579126c.872N>Ap.Arg291Glnp.R291QP16452protein_codingtolerated(0.41)possibly_damaging(0.563)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EPB42SNVMissense_Mutationrs747441833c.1465N>Ap.Glu489Lysp.E489KP16452protein_codingtolerated(0.81)benign(0)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
EPB42SNVMissense_Mutationnovelc.788C>Tp.Thr263Ilep.T263IP16452protein_codingtolerated(0.13)benign(0.027)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
EPB42SNVMissense_Mutationc.287N>Ap.Gly96Glup.G96EP16452protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPB42SNVMissense_Mutationrs146348439c.671N>Ap.Arg224Hisp.R224HP16452protein_codingtolerated(0.12)possibly_damaging(0.553)TCGA-AA-3509-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EPB42SNVMissense_Mutationrs765302713c.952N>Ap.Val318Metp.V318MP16452protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=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
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