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: ARID4A

Gene summary for ARID4A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARID4A

Gene ID

5926

Gene nameAT-rich interaction domain 4A
Gene AliasRBBP-1
Cytomap14q23.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R657


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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
5926ARID4ALZE4THumanEsophagusESCC1.71e-156.02e-010.0811
5926ARID4ALZE8THumanEsophagusESCC4.84e-021.54e-010.067
5926ARID4ALZE20THumanEsophagusESCC1.35e-105.50e-010.0662
5926ARID4ALZE22THumanEsophagusESCC5.91e-034.38e-010.068
5926ARID4ALZE24THumanEsophagusESCC4.92e-133.15e-010.0596
5926ARID4ALZE21THumanEsophagusESCC4.11e-022.66e-010.0655
5926ARID4AP1T-EHumanEsophagusESCC2.27e-115.97e-010.0875
5926ARID4AP2T-EHumanEsophagusESCC3.64e-275.13e-010.1177
5926ARID4AP4T-EHumanEsophagusESCC1.65e-297.03e-010.1323
5926ARID4AP5T-EHumanEsophagusESCC2.73e-224.23e-010.1327
5926ARID4AP8T-EHumanEsophagusESCC1.35e-336.74e-010.0889
5926ARID4AP9T-EHumanEsophagusESCC1.50e-123.24e-010.1131
5926ARID4AP10T-EHumanEsophagusESCC1.43e-386.76e-010.116
5926ARID4AP11T-EHumanEsophagusESCC3.68e-137.27e-010.1426
5926ARID4AP12T-EHumanEsophagusESCC1.18e-448.05e-010.1122
5926ARID4AP15T-EHumanEsophagusESCC2.36e-551.23e+000.1149
5926ARID4AP16T-EHumanEsophagusESCC5.89e-376.95e-010.1153
5926ARID4AP17T-EHumanEsophagusESCC7.58e-031.99e-010.1278
5926ARID4AP20T-EHumanEsophagusESCC1.58e-226.19e-010.1124
5926ARID4AP21T-EHumanEsophagusESCC3.71e-132.10e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:00349681LiverHCChistone lysine methylation70/7958115/187235.32e-055.04e-0470
GO:004887222LiverHCChomeostasis of number of cells147/7958272/187237.48e-056.70e-04147
GO:00180221LiverHCCpeptidyl-lysine methylation74/7958131/187238.46e-045.06e-0374
GO:0040029LiverHCCregulation of gene expression, epigenetic61/7958105/187239.02e-045.31e-0361
GO:0051568LiverHCChistone H3-K4 methylation36/795859/187233.15e-031.46e-0236
GO:000206422LiverHCCepithelial cell development114/7958220/187233.19e-031.47e-02114
GO:006145811LiverHCCreproductive system development205/7958427/187231.16e-024.27e-02205
GO:00165704LungIAChistone modification93/2061463/187235.41e-098.03e-0793
GO:00020648LungIACepithelial cell development52/2061220/187236.75e-086.91e-0652
GO:00341018LungIACerythrocyte homeostasis34/2061129/187238.85e-074.95e-0534
GO:00302188LungIACerythrocyte differentiation32/2061120/187231.39e-067.05e-0532
GO:00614586LungIACreproductive system development79/2061427/187232.39e-061.06e-0479
GO:00486086LungIACreproductive structure development78/2061424/187233.44e-061.44e-0478
GO:00022628LungIACmyeloid cell homeostasis37/2061157/187235.42e-062.09e-0437
GO:00300998LungIACmyeloid cell differentiation70/2061381/187231.12e-053.45e-0470
GO:00488728LungIAChomeostasis of number of cells54/2061272/187231.20e-053.64e-0454
GO:00349684LungIAChistone lysine methylation25/2061115/187236.35e-048.68e-0325
GO:00182053LungIACpeptidyl-lysine modification62/2061376/187237.55e-049.82e-0362
GO:00180223LungIACpeptidyl-lysine methylation27/2061131/187239.41e-041.14e-0227
GO:00064794LungIACprotein methylation34/2061181/187231.28e-031.45e-0234
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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
ARID4ASNVMissense_Mutationc.962A>Gp.Lys321Argp.K321RP29374protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARID4ASNVMissense_Mutationc.3109C>Gp.Gln1037Glup.Q1037EP29374protein_codingtolerated(0.11)benign(0.107)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARID4ASNVMissense_Mutationc.2476N>Tp.His826Tyrp.H826YP29374protein_codingdeleterious_low_confidence(0.01)benign(0.013)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARID4ASNVMissense_Mutationnovelc.375N>Tp.Leu125Phep.L125FP29374protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ARID4AdeletionIn_Frame_Delc.1948_1962delNNNNNNNNNNNNNNNp.Asp650_Asp654delp.D650_D654delP29374protein_codingTCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ARID4AinsertionFrame_Shift_Insnovelc.1920dupAp.Gln641ThrfsTer6p.Q641Tfs*6P29374protein_codingTCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ARID4AdeletionFrame_Shift_Delnovelc.1915delNp.Lys640AsnfsTer32p.K640Nfs*32P29374protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ARID4ASNVMissense_Mutationnovelc.3665N>Tp.Arg1222Metp.R1222MP29374protein_codingdeleterious(0)probably_damaging(0.993)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARID4ASNVMissense_Mutationc.1525A>Gp.Thr509Alap.T509AP29374protein_codingtolerated(0.26)benign(0)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ARID4ASNVMissense_Mutationrs760395662c.2281G>Cp.Glu761Glnp.E761QP29374protein_codingdeleterious_low_confidence(0.01)benign(0.003)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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