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: ELP4

Gene summary for ELP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ELP4

Gene ID

26610

Gene nameelongator acetyltransferase complex subunit 4
Gene AliasAN
Cytomap11p13
Gene Typeprotein-coding
GO ID

GO:0002097

UniProtAcc

Q96EB1


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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
26610ELP4CCI_2HumanCervixCC9.31e-045.69e-010.5249
26610ELP4CCI_3HumanCervixCC1.04e-208.65e-010.516
26610ELP4HTA11_3410_2000001011HumanColorectumAD2.42e-17-5.92e-010.0155
26610ELP4HTA11_2487_2000001011HumanColorectumSER7.82e-11-6.24e-01-0.1808
26610ELP4HTA11_1938_2000001011HumanColorectumAD8.50e-03-3.49e-01-0.0811
26610ELP4HTA11_78_2000001011HumanColorectumAD7.77e-06-4.75e-01-0.1088
26610ELP4HTA11_3361_2000001011HumanColorectumAD4.77e-06-5.74e-01-0.1207
26610ELP4HTA11_696_2000001011HumanColorectumAD3.37e-17-4.80e-01-0.1464
26610ELP4HTA11_866_2000001011HumanColorectumAD2.36e-12-4.72e-01-0.1001
26610ELP4HTA11_1391_2000001011HumanColorectumAD1.97e-04-4.39e-01-0.059
26610ELP4HTA11_5212_2000001011HumanColorectumAD1.95e-03-6.56e-01-0.2061
26610ELP4HTA11_546_2000001011HumanColorectumAD5.63e-05-6.11e-01-0.0842
26610ELP4HTA11_7862_2000001011HumanColorectumAD5.84e-03-5.70e-01-0.0179
26610ELP4HTA11_866_3004761011HumanColorectumAD6.53e-11-5.37e-010.096
26610ELP4HTA11_8622_2000001021HumanColorectumSER3.88e-02-5.91e-010.0528
26610ELP4HTA11_10711_2000001011HumanColorectumAD4.67e-08-5.57e-010.0338
26610ELP4HTA11_7696_3000711011HumanColorectumAD4.29e-17-5.46e-010.0674
26610ELP4HTA11_6818_2000001021HumanColorectumAD1.01e-06-6.11e-010.0588
26610ELP4HTA11_99999970781_79442HumanColorectumMSS1.46e-20-5.88e-010.294
26610ELP4HTA11_99999971662_82457HumanColorectumMSS2.48e-16-5.39e-010.3859
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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
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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
∗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:00063684CervixCCtranscription elongation from RNA polymerase II promoter17/231169/187233.65e-032.33e-0217
GO:00063545CervixCCDNA-templated transcription, elongation20/231191/187236.88e-033.74e-0220
GO:0006354ColorectumADDNA-templated transcription, elongation31/391891/187232.46e-031.90e-0231
GO:0006368ColorectumADtranscription elongation from RNA polymerase II promoter24/391869/187235.35e-033.52e-0224
GO:00063541ColorectumMSSDNA-templated transcription, elongation29/346791/187231.52e-031.39e-0229
GO:00063681ColorectumMSStranscription elongation from RNA polymerase II promoter22/346769/187235.31e-033.62e-0222
GO:00063682ColorectumFAPtranscription elongation from RNA polymerase II promoter20/262269/187239.25e-049.26e-0320
GO:00063542ColorectumFAPDNA-templated transcription, elongation24/262291/187231.32e-031.22e-0224
GO:00063543ColorectumCRCDNA-templated transcription, elongation19/207891/187234.74e-033.67e-0219
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:000635414EsophagusESCCDNA-templated transcription, elongation76/855291/187238.35e-144.11e-1276
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:000636814EsophagusESCCtranscription elongation from RNA polymerase II promoter56/855269/187231.40e-093.30e-0856
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00064002EsophagusESCCtRNA modification62/855290/187237.02e-067.04e-0562
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00063547Oral cavityOSCCDNA-templated transcription, elongation63/730591/187234.86e-091.07e-0763
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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
ELP4SNVMissense_Mutationnovelc.722N>Gp.Asp241Glyp.D241Gprotein_codingdeleterious(0.04)probably_damaging(0.948)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ELP4SNVMissense_Mutationrs200030873c.723N>Ap.Asp241Glup.D241Eprotein_codingtolerated(0.12)probably_damaging(0.962)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ELP4SNVMissense_Mutationc.849N>Cp.Lys283Asnp.K283Nprotein_codingdeleterious(0.05)possibly_damaging(0.765)TCGA-D8-A1XG-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ELP4SNVMissense_Mutationnovelc.773N>Gp.Gln258Argp.Q258Rprotein_codingtolerated(0.07)possibly_damaging(0.798)TCGA-VS-A9V2-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ELP4SNVMissense_Mutationrs748618717c.673A>Gp.Thr225Alap.T225Aprotein_codingtolerated(0.62)benign(0.007)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ELP4SNVMissense_Mutationrs776578960c.1573G>Ap.Asp525Asnp.D525Nprotein_codingpossibly_damaging(0.797)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
ELP4SNVMissense_Mutationnovelc.250N>Ap.Leu84Ilep.L84Iprotein_codingtolerated(0.11)probably_damaging(0.937)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ELP4SNVMissense_Mutationnovelc.581N>Gp.Leu194Argp.L194Rprotein_codingtolerated(0.07)possibly_damaging(0.523)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ELP4SNVMissense_Mutationnovelc.1549N>Gp.Phe517Valp.F517Vprotein_codingprobably_damaging(0.983)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ELP4SNVMissense_Mutationnovelc.1538N>Tp.Ala513Valp.A513Vprotein_codingprobably_damaging(0.988)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=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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