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: ARID1A

Gene summary for ARID1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARID1A

Gene ID

8289

Gene nameAT-rich interaction domain 1A
Gene AliasB120
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O14497


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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
8289ARID1ACA_HPV_1HumanCervixCC2.85e-02-1.20e-010.0264
8289ARID1ACCI_1HumanCervixCC2.64e-057.43e-010.528
8289ARID1ACCI_3HumanCervixCC1.22e-077.24e-010.516
8289ARID1AHTA11_3410_2000001011HumanColorectumAD1.08e-04-2.54e-010.0155
8289ARID1AHTA11_5212_2000001011HumanColorectumAD7.23e-04-4.53e-01-0.2061
8289ARID1AHTA11_6818_2000001021HumanColorectumAD1.34e-05-4.65e-010.0588
8289ARID1AHTA11_99999974143_84620HumanColorectumMSS2.86e-06-3.15e-010.3005
8289ARID1AF007HumanColorectumFAP2.89e-02-2.21e-010.1176
8289ARID1AA001-C-207HumanColorectumFAP1.68e-03-1.87e-010.1278
8289ARID1AA015-C-203HumanColorectumFAP8.45e-34-3.65e-01-0.1294
8289ARID1AA015-C-204HumanColorectumFAP8.43e-07-2.54e-01-0.0228
8289ARID1AA014-C-040HumanColorectumFAP4.34e-08-4.15e-01-0.1184
8289ARID1AA002-C-201HumanColorectumFAP4.32e-16-3.41e-010.0324
8289ARID1AA002-C-203HumanColorectumFAP3.08e-05-1.27e-010.2786
8289ARID1AA001-C-119HumanColorectumFAP3.04e-08-3.31e-01-0.1557
8289ARID1AA001-C-108HumanColorectumFAP1.50e-20-3.30e-01-0.0272
8289ARID1AA002-C-205HumanColorectumFAP1.51e-23-2.30e-01-0.1236
8289ARID1AA001-C-104HumanColorectumFAP1.87e-08-3.15e-010.0184
8289ARID1AA015-C-005HumanColorectumFAP1.93e-05-3.04e-01-0.0336
8289ARID1AA015-C-006HumanColorectumFAP3.40e-18-4.18e-01-0.0994
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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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0048545110Oral cavityLPresponse to steroid hormone122/4623339/187231.91e-064.39e-05122
GO:003298414Oral cavityLPprotein-containing complex disassembly83/4623224/187232.38e-053.86e-0483
GO:000635413Oral cavityLPDNA-templated transcription, elongation39/462391/187231.08e-041.31e-0339
GO:003052013Oral cavityLPintracellular estrogen receptor signaling pathway26/462354/187231.57e-041.78e-0326
GO:000636813Oral cavityLPtranscription elongation from RNA polymerase II promoter31/462369/187231.92e-042.11e-0331
GO:007138319Oral cavityLPcellular response to steroid hormone stimulus71/4623204/187237.42e-046.62e-0371
GO:003052219Oral cavityLPintracellular receptor signaling pathway87/4623265/187231.63e-031.25e-0287
GO:003051817Oral cavityLPintracellular steroid hormone receptor signaling pathway43/4623116/187231.99e-031.47e-0243
GO:004002911Oral cavityLPregulation of gene expression, epigenetic39/4623105/187233.00e-032.05e-0239
GO:004340117Oral cavityLPsteroid hormone mediated signaling pathway48/4623136/187233.60e-032.39e-0248
GO:00480961Oral cavityLPchromatin-mediated maintenance of transcription7/462311/187237.01e-033.96e-027
GO:002241121Oral cavityEOLPcellular component disassembly94/2218443/187231.00e-084.89e-0794
GO:003052225Oral cavityEOLPintracellular receptor signaling pathway64/2218265/187231.56e-087.06e-0764
GO:004854526Oral cavityEOLPresponse to steroid hormone75/2218339/187235.18e-081.92e-0675
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
GO:007138325Oral cavityEOLPcellular response to steroid hormone stimulus49/2218204/187238.63e-072.15e-0549
GO:003298421Oral cavityEOLPprotein-containing complex disassembly48/2218224/187233.01e-054.30e-0448
GO:003051824Oral cavityEOLPintracellular steroid hormone receptor signaling pathway29/2218116/187236.49e-058.10e-0429
GO:003052117Oral cavityEOLPandrogen receptor signaling pathway15/221844/187239.66e-051.12e-0315
GO:004340123Oral cavityEOLPsteroid hormone mediated signaling pathway32/2218136/187239.85e-051.14e-0332
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471420CervixCCThermogenesis76/1267232/84654.29e-121.16e-106.85e-1176
hsa0522510CervixCCHepatocellular carcinoma40/1267168/84651.52e-036.39e-033.78e-0340
hsa04714110CervixCCThermogenesis76/1267232/84654.29e-121.16e-106.85e-1176
hsa0522513CervixCCHepatocellular carcinoma40/1267168/84651.52e-036.39e-033.78e-0340
hsa04714ColorectumADThermogenesis120/2092232/84652.76e-191.16e-177.37e-18120
hsa05225ColorectumADHepatocellular carcinoma59/2092168/84651.50e-038.69e-035.54e-0359
hsa047141ColorectumADThermogenesis120/2092232/84652.76e-191.16e-177.37e-18120
hsa052251ColorectumADHepatocellular carcinoma59/2092168/84651.50e-038.69e-035.54e-0359
hsa047144ColorectumMSSThermogenesis113/1875232/84651.52e-194.62e-182.83e-18113
hsa052252ColorectumMSSHepatocellular carcinoma56/1875168/84655.04e-043.45e-032.11e-0356
hsa047145ColorectumMSSThermogenesis113/1875232/84651.52e-194.62e-182.83e-18113
hsa052253ColorectumMSSHepatocellular carcinoma56/1875168/84655.04e-043.45e-032.11e-0356
hsa047148ColorectumFAPThermogenesis70/1404232/84651.38e-073.08e-061.87e-0670
hsa052254ColorectumFAPHepatocellular carcinoma43/1404168/84651.78e-038.99e-035.47e-0343
hsa047149ColorectumFAPThermogenesis70/1404232/84651.38e-073.08e-061.87e-0670
hsa052255ColorectumFAPHepatocellular carcinoma43/1404168/84651.78e-038.99e-035.47e-0343
hsa052256ColorectumCRCHepatocellular carcinoma37/1091168/84656.38e-045.89e-033.99e-0337
hsa052257ColorectumCRCHepatocellular carcinoma37/1091168/84656.38e-045.89e-033.99e-0337
hsa0471439EsophagusHGINThermogenesis91/1383232/84651.97e-175.36e-164.25e-1691
hsa04714114EsophagusHGINThermogenesis91/1383232/84651.97e-175.36e-164.25e-1691
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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
ARID1ASNVMissense_Mutationnovelc.5834N>Tp.Pro1945Leup.P1945LO14497protein_codingtolerated(0.09)probably_damaging(0.997)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ARID1ASNVMissense_Mutationc.6427N>Tp.Arg2143Cysp.R2143CO14497protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ARID1ASNVMissense_Mutationc.5747N>Gp.Ser1916Cysp.S1916CO14497protein_codingtolerated(0.29)benign(0.007)TCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
ARID1ASNVMissense_Mutationc.2644N>Tp.Gly882Trpp.G882WO14497protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ARID1ASNVMissense_Mutationnovelc.3331N>Ap.Glu1111Lysp.E1111KO14497protein_codingdeleterious(0.03)probably_damaging(0.989)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ARID1ASNVMissense_Mutationc.3819G>Ap.Met1273Ilep.M1273IO14497protein_codingdeleterious(0.03)benign(0.065)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARID1ASNVMissense_Mutationnovelc.2663G>Ap.Gly888Glup.G888EO14497protein_codingdeleterious(0.04)possibly_damaging(0.722)TCGA-AR-A1AI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
ARID1ASNVMissense_Mutationnovelc.1388G>Tp.Gly463Valp.G463VO14497protein_codingtolerated_low_confidence(0.05)possibly_damaging(0.593)TCGA-AR-A24X-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ARID1ASNVMissense_Mutationc.3715N>Ap.Ala1239Thrp.A1239TO14497protein_codingtolerated(0.12)benign(0.214)TCGA-BH-A0E7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ARID1ASNVMissense_Mutationc.2542N>Tp.Pro848Serp.P848SO14497protein_codingtolerated(0.12)benign(0.091)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
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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
8289ARID1ACLINICALLY ACTIONABLENIVOLUMABNIVOLUMAB29736026
8289ARID1ACLINICALLY ACTIONABLEGSK12625686104
8289ARID1ACLINICALLY ACTIONABLEDASATINIBDASATINIB27364904
8289ARID1ACLINICALLY ACTIONABLESORAFENIBSORAFENIB29113912
8289ARID1ACLINICALLY ACTIONABLEATEZOLIZUMABATEZOLIZUMAB29736026
8289ARID1ACLINICALLY ACTIONABLEPEMBROLIZUMABPEMBROLIZUMAB29736026
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