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: ADIRF

Gene summary for ADIRF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADIRF

Gene ID

10974

Gene nameadipogenesis regulatory factor
Gene AliasAFRO
Cytomap10q23.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q15847


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
10974ADIRFNEOLP-1HumanOral cavityNEOLP2.53e-08-2.98e-01-0.0194
10974ADIRFSYSMH1HumanOral cavityOSCC1.10e-056.66e-010.1127
10974ADIRFSYSMH2HumanOral cavityOSCC6.02e-041.10e+000.2326
10974ADIRFSYSMH3HumanOral cavityOSCC2.04e-141.48e+000.2442
10974ADIRFSYSMH6HumanOral cavityOSCC8.46e-081.03e+000.1275
10974ADIRFGSM5252130_BPH340PrGF_ViaHumanProstateBPH2.08e-059.49e-01-0.1972
10974ADIRFGSM5252133_BPH389PrSFHumanProstateBPH1.53e-026.88e-01-0.2027
10974ADIRFGSM5252135_BPH511PrPUr_Fcol_3GEXHumanProstateBPH1.30e-201.57e+00-0.1833
10974ADIRF047563_1562-all-cellsHumanProstateBPH1.60e-071.21e-010.0791
10974ADIRFDong_P1HumanProstateTumor3.34e-641.07e+000.035
10974ADIRFDong_P3HumanProstateTumor1.82e-245.53e-010.0278
10974ADIRFDong_P4HumanProstateTumor1.24e-096.94e-010.0292
10974ADIRFGSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor6.24e-05-3.78e-010.1545
10974ADIRFGSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor1.10e-05-4.29e-010.1569
10974ADIRFP1_S1_AKHumanSkinAK1.84e-45-1.20e+00-0.3399
10974ADIRFP2_S3_AKHumanSkinAK1.88e-45-1.20e+00-0.3287
10974ADIRFP2_S4_SCCISHumanSkinSCCIS1.01e-40-1.13e+00-0.3043
10974ADIRFP3_S6_AKHumanSkinAK3.46e-49-1.24e+00-0.3256
10974ADIRFP4_S8_cSCCHumanSkincSCC7.36e-26-9.29e-01-0.3095
10974ADIRFP5_S10_cSCCHumanSkincSCC1.59e-37-7.92e-01-0.299
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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:00093148BreastPrecancerresponse to radiation47/1080456/187238.39e-051.62e-0347
GO:00712147BreastPrecancercellular response to abiotic stimulus37/1080331/187239.12e-051.73e-0337
GO:01040047BreastPrecancercellular response to environmental stimulus37/1080331/187239.12e-051.73e-0337
GO:00714785BreastPrecancercellular response to radiation24/1080186/187231.83e-042.96e-0324
GO:00094108BreastPrecancerresponse to xenobiotic stimulus45/1080462/187234.17e-045.56e-0345
GO:00454444BreastPrecancerfat cell differentiation26/1080229/187237.60e-049.04e-0326
GO:00456003BreastPrecancerpositive regulation of fat cell differentiation10/108066/187234.34e-033.39e-0210
GO:000931412BreastIDCresponse to radiation62/1434456/187236.91e-062.10e-0462
GO:000941013BreastIDCresponse to xenobiotic stimulus62/1434462/187231.05e-052.88e-0462
GO:007121413BreastIDCcellular response to abiotic stimulus48/1434331/187231.37e-053.53e-0448
GO:010400413BreastIDCcellular response to environmental stimulus48/1434331/187231.37e-053.53e-0448
GO:007147813BreastIDCcellular response to radiation29/1434186/187231.91e-043.15e-0329
GO:004544412BreastIDCfat cell differentiation30/1434229/187232.72e-032.41e-0230
GO:004560011BreastIDCpositive regulation of fat cell differentiation12/143466/187233.99e-033.23e-0212
GO:000931422BreastDCISresponse to radiation62/1390456/187232.56e-068.87e-0562
GO:007121423BreastDCIScellular response to abiotic stimulus47/1390331/187231.32e-053.31e-0447
GO:010400423BreastDCIScellular response to environmental stimulus47/1390331/187231.32e-053.31e-0447
GO:000941023BreastDCISresponse to xenobiotic stimulus59/1390462/187233.00e-056.61e-0459
GO:007147822BreastDCIScellular response to radiation29/1390186/187231.12e-042.00e-0329
GO:004544421BreastDCISfat cell differentiation30/1390229/187231.70e-031.68e-0230
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
ADIRFSNVMissense_Mutationnovelc.164N>Tp.Asp55Valp.D55VQ15847protein_codingdeleterious(0)possibly_damaging(0.904)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
ADIRFSNVMissense_Mutationrs143202580c.65N>Tp.Ser22Leup.S22LQ15847protein_codingdeleterious(0.02)benign(0.027)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ADIRFSNVMissense_Mutationnovelc.76N>Ap.Ala26Thrp.A26TQ15847protein_codingtolerated(0.36)benign(0.001)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
ADIRFSNVMissense_Mutationc.104N>Tp.Ala35Valp.A35VQ15847protein_codingtolerated(1)benign(0.289)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ADIRFSNVMissense_Mutationc.49N>Ap.Ala17Thrp.A17TQ15847protein_codingtolerated(0.18)benign(0.018)TCGA-CG-5721-01Stomachstomach adenocarcinomaMale<65III/IVUnknownUnknownSD
ADIRFSNVMissense_Mutationnovelc.14N>Ap.Gly5Aspp.G5DQ15847protein_codingdeleterious(0.05)possibly_damaging(0.873)TCGA-HF-7132-01Stomachstomach adenocarcinomaMaleUnknownI/IIChemotherapyfluorouracilSD
ADIRFSNVMissense_Mutationc.41N>Tp.Glu14Valp.E14VQ15847protein_codingdeleterious(0)possibly_damaging(0.529)TCGA-HU-A4G9-01Stomachstomach adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 

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