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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
196528ARID2AEH-subject1HumanEndometriumAEH1.28e-226.22e-01-0.3059
196528ARID2AEH-subject2HumanEndometriumAEH1.43e-032.56e-01-0.2525
196528ARID2AEH-subject3HumanEndometriumAEH1.15e-053.20e-01-0.2576
196528ARID2AEH-subject4HumanEndometriumAEH4.34e-114.90e-01-0.2657
196528ARID2AEH-subject5HumanEndometriumAEH1.11e-074.51e-01-0.2953
196528ARID2EEC-subject1HumanEndometriumEEC2.50e-195.50e-01-0.2682
196528ARID2EEC-subject2HumanEndometriumEEC1.12e-053.70e-01-0.2607
196528ARID2EEC-subject4HumanEndometriumEEC1.16e-042.71e-01-0.2571
196528ARID2EEC-subject5HumanEndometriumEEC3.31e-073.62e-01-0.249
196528ARID2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.48e-111.17e-01-0.1869
196528ARID2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.62e-089.79e-02-0.1875
196528ARID2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.84e-145.12e-02-0.1883
196528ARID2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.62e-124.30e-01-0.1934
196528ARID2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.94e-124.68e-02-0.1917
196528ARID2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.25e-146.00e-02-0.1916
196528ARID2LZE4THumanEsophagusESCC4.36e-031.21e-010.0811
196528ARID2LZE7THumanEsophagusESCC3.89e-073.90e-010.0667
196528ARID2LZE8THumanEsophagusESCC4.18e-041.83e-010.067
196528ARID2LZE20THumanEsophagusESCC9.39e-104.19e-010.0662
196528ARID2LZE22THumanEsophagusESCC1.48e-023.43e-010.068
Page: 1 2 3 4 5 6 7 8 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004873210CervixCCgland development84/2311436/187231.93e-053.54e-0484
GO:00512713CervixCCnegative regulation of cellular component movement73/2311367/187232.22e-053.95e-0473
GO:00400133CervixCCnegative regulation of locomotion76/2311391/187233.47e-055.60e-0476
GO:20001463CervixCCnegative regulation of cell motility71/2311359/187233.47e-055.60e-0471
GO:00488634CervixCCstem cell differentiation46/2311206/187234.11e-056.36e-0446
GO:00303363CervixCCnegative regulation of cell migration68/2311344/187235.11e-057.70e-0468
GO:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:002241110CervixCCcellular component disassembly83/2311443/187236.04e-058.68e-0483
GO:00605375CervixCCmuscle tissue development76/2311403/187239.76e-051.27e-0376
GO:00165705CervixCChistone modification84/2311463/187231.70e-042.01e-0384
GO:00147064CervixCCstriated muscle tissue development72/2311384/187231.76e-042.07e-0372
GO:20010209CervixCCregulation of response to DNA damage stimulus46/2311219/187231.92e-042.23e-0346
GO:00610089CervixCChepaticobiliary system development34/2311150/187232.92e-043.14e-0334
GO:00018899CervixCCliver development33/2311147/187234.27e-044.30e-0333
GO:0033002CervixCCmuscle cell proliferation49/2311248/187235.43e-045.24e-0349
GO:00349685CervixCChistone lysine methylation27/2311115/187236.61e-046.09e-0327
GO:00486386CervixCCregulation of developmental growth61/2311330/187237.69e-046.85e-0361
GO:00310565CervixCCregulation of histone modification33/2311152/187237.97e-047.00e-0333
GO:00510528CervixCCregulation of DNA metabolic process65/2311359/187239.25e-047.84e-0365
GO:00165715CervixCChistone methylation30/2311141/187231.88e-031.39e-0230
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 

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
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 

Top

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
Page: 1