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: EPB41L3

Gene summary for EPB41L3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPB41L3

Gene ID

23136

Gene nameerythrocyte membrane protein band 4.1 like 3
Gene Alias4.1B
Cytomap18p11.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9Y2J2


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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
23136EPB41L3HTA11_3410_2000001011HumanColorectumAD1.38e-08-4.61e-010.0155
23136EPB41L3HTA11_866_3004761011HumanColorectumAD7.14e-11-5.37e-010.096
23136EPB41L3HTA11_7696_3000711011HumanColorectumAD1.53e-06-3.17e-010.0674
23136EPB41L3HTA11_6818_2000001021HumanColorectumAD5.23e-04-5.28e-010.0588
23136EPB41L3HTA11_99999970781_79442HumanColorectumMSS6.47e-06-3.01e-010.294
23136EPB41L3HTA11_99999965104_69814HumanColorectumMSS2.38e-05-5.43e-010.281
23136EPB41L3HTA11_99999971662_82457HumanColorectumMSS4.60e-22-5.54e-010.3859
23136EPB41L3HTA11_99999973899_84307HumanColorectumMSS4.78e-06-5.69e-010.2585
23136EPB41L3HTA11_99999974143_84620HumanColorectumMSS3.31e-23-5.55e-010.3005
23136EPB41L3F007HumanColorectumFAP9.42e-04-4.35e-010.1176
23136EPB41L3A002-C-010HumanColorectumFAP1.06e-26-5.56e-010.242
23136EPB41L3A001-C-207HumanColorectumFAP1.61e-04-3.94e-010.1278
23136EPB41L3A015-C-203HumanColorectumFAP2.38e-20-4.19e-01-0.1294
23136EPB41L3A015-C-204HumanColorectumFAP3.66e-05-4.19e-01-0.0228
23136EPB41L3A014-C-040HumanColorectumFAP6.61e-05-5.69e-01-0.1184
23136EPB41L3A002-C-201HumanColorectumFAP1.38e-14-5.05e-010.0324
23136EPB41L3A002-C-203HumanColorectumFAP9.87e-21-5.23e-010.2786
23136EPB41L3A001-C-119HumanColorectumFAP4.40e-08-5.02e-01-0.1557
23136EPB41L3A001-C-108HumanColorectumFAP3.17e-20-4.63e-01-0.0272
23136EPB41L3A002-C-021HumanColorectumFAP6.23e-08-4.12e-010.1171
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0045216ColorectumADcell-cell junction organization80/3918200/187235.57e-104.58e-0880
GO:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0007043ColorectumADcell-cell junction assembly57/3918146/187234.18e-071.61e-0557
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0008360ColorectumADregulation of cell shape56/3918154/187237.01e-061.73e-0456
GO:0001558ColorectumADregulation of cell growth124/3918414/187237.67e-061.86e-04124
GO:0031032ColorectumADactomyosin structure organization65/3918196/187234.17e-057.37e-0465
GO:0030866ColorectumADcortical actin cytoskeleton organization19/391840/187231.58e-042.20e-0319
GO:0030865ColorectumADcortical cytoskeleton organization25/391861/187232.96e-043.60e-0325
GO:0043217ColorectumADmyelin maintenance9/391818/187235.82e-033.67e-029
GO:00726592ColorectumMSSprotein localization to plasma membrane113/3467284/187233.23e-171.55e-14113
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
GO:00226042ColorectumMSSregulation of cell morphogenesis103/3467309/187232.70e-102.56e-08103
GO:00452162ColorectumMSScell-cell junction organization69/3467200/187235.07e-082.70e-0669
GO:00343292ColorectumMSScell junction assembly120/3467420/187232.51e-071.07e-05120
GO:00070432ColorectumMSScell-cell junction assembly50/3467146/187234.24e-061.21e-0450
GO:00083602ColorectumMSSregulation of cell shape52/3467154/187234.40e-061.24e-0452
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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
EPB41L3SNVMissense_Mutationc.1030N>Gp.Arg344Glyp.R344GQ9Y2J2protein_codingdeleterious(0)probably_damaging(0.93)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
EPB41L3SNVMissense_Mutationc.730N>Ap.Glu244Lysp.E244KQ9Y2J2protein_codingdeleterious(0)possibly_damaging(0.556)TCGA-A7-A5ZW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
EPB41L3SNVMissense_Mutationc.1294N>Tp.Arg432Cysp.R432CQ9Y2J2protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPB41L3SNVMissense_Mutationc.2363C>Tp.Ser788Phep.S788FQ9Y2J2protein_codingtolerated(0.06)benign(0.429)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
EPB41L3SNVMissense_Mutationc.256N>Gp.Lys86Glup.K86EQ9Y2J2protein_codingtolerated(0.13)benign(0.023)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPB41L3SNVMissense_Mutationc.2258N>Gp.Asn753Serp.N753SQ9Y2J2protein_codingtolerated(0.17)benign(0.021)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EPB41L3SNVMissense_Mutationc.2746C>Gp.Gln916Glup.Q916EQ9Y2J2protein_codingtolerated(0.26)benign(0.007)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EPB41L3SNVMissense_Mutationnovelc.452N>Cp.Phe151Serp.F151SQ9Y2J2protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
EPB41L3SNVMissense_Mutationrs749000237c.2777N>Ap.Arg926Glnp.R926QQ9Y2J2protein_codingtolerated(1)benign(0)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
EPB41L3SNVMissense_Mutationrs147930423c.3125N>Tp.Thr1042Metp.T1042MQ9Y2J2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A1EX-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
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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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