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: ARID2

Gene summary for ARID2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARID2

Gene ID

196528

Gene nameAT-rich interaction domain 2
Gene AliasBAF200
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

Q68CP9


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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
196528ARID2CCI_1HumanCervixCC1.28e-097.48e-010.528
196528ARID2CCI_2HumanCervixCC7.81e-131.57e+000.5249
196528ARID2CCI_3HumanCervixCC4.37e-139.62e-010.516
196528ARID2HTA11_3410_2000001011HumanColorectumAD7.57e-16-6.45e-010.0155
196528ARID2HTA11_3361_2000001011HumanColorectumAD1.19e-02-4.54e-01-0.1207
196528ARID2HTA11_5212_2000001011HumanColorectumAD3.73e-04-7.72e-01-0.2061
196528ARID2HTA11_5216_2000001011HumanColorectumSER2.18e-02-6.02e-01-0.1462
196528ARID2HTA11_7862_2000001011HumanColorectumAD6.15e-04-6.60e-01-0.0179
196528ARID2HTA11_866_3004761011HumanColorectumAD4.58e-13-5.35e-010.096
196528ARID2HTA11_10711_2000001011HumanColorectumAD1.63e-04-4.50e-010.0338
196528ARID2HTA11_7696_3000711011HumanColorectumAD6.43e-09-4.10e-010.0674
196528ARID2HTA11_99999970781_79442HumanColorectumMSS1.01e-07-3.58e-010.294
196528ARID2HTA11_99999965062_69753HumanColorectumMSI-H2.62e-027.36e-010.3487
196528ARID2HTA11_99999974143_84620HumanColorectumMSS2.30e-18-5.55e-010.3005
196528ARID2F007HumanColorectumFAP4.48e-02-2.25e-010.1176
196528ARID2A001-C-207HumanColorectumFAP1.46e-03-2.33e-010.1278
196528ARID2A015-C-203HumanColorectumFAP3.78e-34-5.22e-01-0.1294
196528ARID2A015-C-204HumanColorectumFAP1.89e-06-3.37e-01-0.0228
196528ARID2A014-C-040HumanColorectumFAP1.45e-04-2.68e-01-0.1184
196528ARID2A002-C-201HumanColorectumFAP2.71e-16-4.04e-010.0324
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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
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
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
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
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:199083011CervixN_HPVcellular response to leukemia inhibitory factor8/53494/187235.41e-033.87e-028
GO:006053722CervixN_HPVmuscle tissue development21/534403/187236.10e-034.21e-0221
GO:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0032984ColorectumADprotein-containing complex disassembly81/3918224/187239.41e-084.65e-0681
GO:0051052ColorectumADregulation of DNA metabolic process116/3918359/187232.47e-071.00e-05116
GO:0051054ColorectumADpositive regulation of DNA metabolic process73/3918201/187233.27e-071.29e-0573
GO:0061008ColorectumADhepaticobiliary system development55/3918150/187236.34e-061.59e-0455
GO:0001889ColorectumADliver development54/3918147/187237.20e-061.77e-0454
GO:2001020ColorectumADregulation of response to DNA damage stimulus71/3918219/187234.38e-057.65e-0471
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0032986ColorectumADprotein-DNA complex disassembly12/391820/187231.60e-042.21e-0312
GO:0031498ColorectumADchromatin disassembly11/391820/187238.39e-048.21e-0311
GO:2001022ColorectumADpositive regulation of response to DNA damage stimulus36/3918105/187231.02e-039.47e-0336
GO:0006337ColorectumADnucleosome disassembly10/391818/187231.31e-031.15e-0210
GO:0090257ColorectumADregulation of muscle system process73/3918252/187231.46e-031.24e-0273
GO:0048638ColorectumADregulation of developmental growth92/3918330/187231.48e-031.25e-0292
GO:0006282ColorectumADregulation of DNA repair42/3918130/187231.57e-031.32e-0242
GO:0045926ColorectumADnegative regulation of growth70/3918249/187234.07e-032.83e-0270
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0522510CervixCCHepatocellular carcinoma40/1267168/84651.52e-036.39e-033.78e-0340
hsa0522513CervixCCHepatocellular carcinoma40/1267168/84651.52e-036.39e-033.78e-0340
hsa05225ColorectumADHepatocellular carcinoma59/2092168/84651.50e-038.69e-035.54e-0359
hsa052251ColorectumADHepatocellular carcinoma59/2092168/84651.50e-038.69e-035.54e-0359
hsa052252ColorectumMSSHepatocellular carcinoma56/1875168/84655.04e-043.45e-032.11e-0356
hsa052253ColorectumMSSHepatocellular carcinoma56/1875168/84655.04e-043.45e-032.11e-0356
hsa052254ColorectumFAPHepatocellular carcinoma43/1404168/84651.78e-038.99e-035.47e-0343
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
hsa0522518EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
hsa0522519EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
hsa052259LungIACHepatocellular carcinoma33/1053168/84654.77e-032.15e-021.43e-0233
hsa0522512LungIACHepatocellular carcinoma33/1053168/84654.77e-032.15e-021.43e-0233
hsa0522521LungAISHepatocellular carcinoma31/961168/84654.11e-032.15e-021.38e-0231
hsa0522531LungAISHepatocellular carcinoma31/961168/84654.11e-032.15e-021.38e-0231
hsa0522516Oral cavityOSCCHepatocellular carcinoma97/3704168/84651.63e-045.52e-042.81e-0497
hsa0522517Oral cavityOSCCHepatocellular carcinoma97/3704168/84651.63e-045.52e-042.81e-0497
hsa0522523Oral cavityEOLPHepatocellular carcinoma39/1218168/84651.35e-034.80e-032.83e-0339
hsa0522533Oral cavityEOLPHepatocellular carcinoma39/1218168/84651.35e-034.80e-032.83e-0339
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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
ARID2SNVMissense_Mutationc.3931N>Gp.Lys1311Glup.K1311EQ68CP9protein_codingtolerated_low_confidence(0.06)benign(0.444)TCGA-A7-A13E-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapybevacizumabPD
ARID2SNVMissense_Mutationc.4304C>Tp.Ser1435Leup.S1435LQ68CP9protein_codingtolerated_low_confidence(0.14)benign(0)TCGA-A8-A06T-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ARID2SNVMissense_Mutationc.1113N>Cp.Lys371Asnp.K371NQ68CP9protein_codingtolerated(0.08)probably_damaging(0.991)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARID2SNVMissense_Mutationnovelc.3877N>Ap.Leu1293Ilep.L1293IQ68CP9protein_codingtolerated_low_confidence(0.08)benign(0.019)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARID2SNVMissense_Mutationc.5199T>Gp.Ile1733Metp.I1733MQ68CP9protein_codingdeleterious(0.01)benign(0.294)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ARID2SNVMissense_Mutationc.4364N>Ap.Ser1455Asnp.S1455NQ68CP9protein_codingtolerated(0.08)benign(0)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ARID2SNVMissense_Mutationc.1715N>Ap.Arg572Lysp.R572KQ68CP9protein_codingtolerated(0.1)probably_damaging(0.987)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ARID2SNVMissense_Mutationc.4531N>Ap.Glu1511Lysp.E1511KQ68CP9protein_codingdeleterious_low_confidence(0)benign(0.257)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ARID2SNVMissense_Mutationc.2713C>Ap.Gln905Lysp.Q905KQ68CP9protein_codingtolerated_low_confidence(0.38)benign(0.01)TCGA-BH-A18N-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARID2SNVMissense_Mutationnovelc.4758N>Tp.Gln1586Hisp.Q1586HQ68CP9protein_codingdeleterious(0.02)possibly_damaging(0.564)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
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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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