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: EPB41L4A

Gene summary for EPB41L4A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPB41L4A

Gene ID

64097

Gene nameerythrocyte membrane protein band 4.1 like 4A
Gene AliasEPB41L4
Cytomap5q22.1-q22.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q8N8X1


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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
64097EPB41L4AA001-C-119HumanColorectumFAP1.69e-04-4.55e-01-0.1557
64097EPB41L4AA001-C-108HumanColorectumFAP5.25e-10-2.71e-01-0.0272
64097EPB41L4AA002-C-205HumanColorectumFAP1.23e-18-5.81e-01-0.1236
64097EPB41L4AA001-C-104HumanColorectumFAP4.24e-07-4.03e-010.0184
64097EPB41L4AA015-C-005HumanColorectumFAP6.79e-03-3.76e-01-0.0336
64097EPB41L4AA015-C-006HumanColorectumFAP8.13e-13-5.84e-01-0.0994
64097EPB41L4AA015-C-106HumanColorectumFAP3.98e-11-3.53e-01-0.0511
64097EPB41L4AA002-C-114HumanColorectumFAP1.36e-13-5.32e-01-0.1561
64097EPB41L4AA015-C-104HumanColorectumFAP6.16e-18-4.77e-01-0.1899
64097EPB41L4AA001-C-014HumanColorectumFAP1.64e-09-2.38e-010.0135
64097EPB41L4AA002-C-016HumanColorectumFAP1.10e-17-4.63e-010.0521
64097EPB41L4AA015-C-002HumanColorectumFAP7.12e-06-3.58e-01-0.0763
64097EPB41L4AA001-C-007HumanColorectumCRC1.75e-10-6.49e-010.1899
64097EPB41L4AA001-C-203HumanColorectumFAP1.83e-08-3.35e-01-0.0481
64097EPB41L4AA002-C-116HumanColorectumFAP4.34e-26-5.85e-01-0.0452
64097EPB41L4AA014-C-008HumanColorectumFAP7.77e-11-4.99e-01-0.191
64097EPB41L4AA018-E-020HumanColorectumFAP2.04e-14-5.07e-01-0.2034
64097EPB41L4AF034HumanColorectumFAP3.25e-24-5.54e-01-0.0665
64097EPB41L4AF072BHumanColorectumFAP5.11e-24-5.90e-010.257
64097EPB41L4ACRC-1-8810HumanColorectumCRC5.22e-22-5.48e-010.6257
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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
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
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
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:0031032ColorectumADactomyosin structure organization65/3918196/187234.17e-057.37e-0465
GO:00310321ColorectumSERactomyosin structure organization45/2897196/187233.60e-033.03e-0245
GO:00310322ColorectumMSSactomyosin structure organization53/3467196/187232.04e-031.75e-0253
GO:00310323ColorectumFAPactomyosin structure organization51/2622196/187235.89e-061.88e-0451
GO:00310324ColorectumCRCactomyosin structure organization45/2078196/187231.49e-068.14e-0545
GO:003103210EndometriumAEHactomyosin structure organization46/2100196/187238.00e-072.91e-0546
GO:003103214EndometriumEECactomyosin structure organization46/2168196/187231.94e-065.80e-0546
GO:00310327LungIACactomyosin structure organization46/2061196/187234.70e-073.10e-0546
GO:003103213LungAISactomyosin structure organization43/1849196/187234.08e-073.25e-0543
GO:003103232LungMIACactomyosin structure organization27/967196/187233.17e-063.45e-0427
GO:0031032110ThyroidPTCactomyosin structure organization91/5968196/187231.35e-051.45e-0491
GO:003103226ThyroidATCactomyosin structure organization98/6293196/187231.44e-061.77e-0598
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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
EPB41L4ASNVMissense_Mutationc.1694G>Ap.Gly565Glup.G565EQ9HCS5protein_codingdeleterious(0)possibly_damaging(0.759)TCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
EPB41L4ASNVMissense_Mutationc.145N>Ap.Val49Ilep.V49IQ9HCS5protein_codingtolerated(0.36)benign(0)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPB41L4ASNVMissense_Mutationnovelc.1975N>Gp.Gln659Glup.Q659EQ9HCS5protein_codingtolerated_low_confidence(0.14)benign(0.015)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
EPB41L4ASNVMissense_Mutationc.1405N>Cp.Asp469Hisp.D469HQ9HCS5protein_codingtolerated(0.1)possibly_damaging(0.459)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
EPB41L4ASNVMissense_Mutationnovelc.1231N>Tp.His411Tyrp.H411YQ9HCS5protein_codingdeleterious(0.01)benign(0.04)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
EPB41L4AinsertionFrame_Shift_Insnovelc.493_494insATCATTCTAGAAACTTTTCp.Phe165TyrfsTer10p.F165Yfs*10Q9HCS5protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
EPB41L4ASNVMissense_Mutationnovelc.1537N>Tp.Pro513Serp.P513SQ9HCS5protein_codingtolerated(0.14)possibly_damaging(0.727)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
EPB41L4ASNVMissense_Mutationnovelc.1981N>Cp.Ser661Prop.S661PQ9HCS5protein_codingdeleterious_low_confidence(0.01)benign(0.23)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EPB41L4ASNVMissense_Mutationrs750489592c.1289G>Ap.Arg430Hisp.R430HQ9HCS5protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPB41L4ASNVMissense_Mutationc.129C>Gp.Asp43Glup.D43EQ9HCS5protein_codingtolerated(0.07)benign(0.009)TCGA-AA-3492-01Colorectumcolon 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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