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: AIF1

Gene summary for AIF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AIF1

Gene ID

199

Gene nameallograft inflammatory factor 1
Gene AliasAIF-1
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

I3WTX1


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
199AIF1NCCBC11HumanBreastDCIS9.00e-087.92e-010.1232
199AIF1NCCBC14HumanBreastDCIS2.44e-085.08e-010.2021
199AIF1NCCBC3HumanBreastDCIS1.22e-391.05e+000.1198
199AIF1NCCBC5HumanBreastDCIS6.97e-218.38e-010.2046
199AIF1N_HPV_1HumanCervixN_HPV4.36e-055.04e-010.0079
199AIF1N_HPV_2HumanCervixN_HPV5.56e-053.83e-01-0.0131
199AIF1CCI_1HumanCervixCC3.17e-04-6.97e-010.528
199AIF1CCI_2HumanCervixCC4.44e-02-6.75e-010.5249
199AIF1CCI_3HumanCervixCC2.19e-04-6.81e-010.516
199AIF1CCII_1HumanCervixCC3.08e-09-6.97e-010.3249
199AIF1TumorHumanCervixCC3.04e-18-6.91e-010.1241
199AIF1sample1HumanCervixCC6.37e-04-6.42e-010.0959
199AIF1sample3HumanCervixCC1.02e-18-6.89e-010.1387
199AIF1H2HumanCervixHSIL_HPV2.16e-10-6.25e-010.0632
199AIF1T1HumanCervixCC3.61e-09-6.13e-010.0918
199AIF1T3HumanCervixCC3.70e-17-6.88e-010.1389
199AIF1S43HumanLiverCirrhotic1.08e-07-3.58e-01-0.0187
199AIF1HCC1_MengHumanLiverHCC6.75e-16-1.84e-010.0246
199AIF1HCC2_MengHumanLiverHCC2.01e-06-3.50e-010.0107
199AIF1cirrhotic1HumanLiverCirrhotic9.65e-05-2.13e-010.0202
Page: 1 2 

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
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
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:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
GO:00315299EsophagusESCCruffle organization39/855256/187232.44e-041.51e-0339
GO:00971789EsophagusESCCruffle assembly32/855244/187232.50e-041.54e-0332
GO:000697912LiverCirrhoticresponse to oxidative stress196/4634446/187232.80e-195.86e-17196
GO:006219712LiverCirrhoticcellular response to chemical stress147/4634337/187231.84e-141.72e-12147
GO:004854512LiverCirrhoticresponse to steroid hormone146/4634339/187237.87e-146.76e-12146
GO:003459912LiverCirrhoticcellular response to oxidative stress127/4634288/187234.29e-133.32e-11127
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:005125812LiverCirrhoticprotein polymerization116/4634297/187232.87e-089.78e-07116
GO:007149612LiverCirrhoticcellular response to external stimulus123/4634320/187233.27e-081.10e-06123
GO:005101712LiverCirrhoticactin filament bundle assembly69/4634157/187231.06e-073.05e-0669
GO:006157212LiverCirrhoticactin filament bundle organization70/4634161/187231.44e-073.87e-0670
GO:005138411LiverCirrhoticresponse to glucocorticoid65/4634148/187232.53e-076.41e-0665
GO:00316686LiverCirrhoticcellular response to extracellular stimulus96/4634246/187234.55e-071.05e-0596
GO:003196011LiverCirrhoticresponse to corticosteroid70/4634167/187237.73e-071.62e-0570
GO:000815412LiverCirrhoticactin polymerization or depolymerization86/4634218/187231.04e-062.13e-0586
GO:003004112LiverCirrhoticactin filament polymerization77/4634191/187231.41e-062.79e-0577
GO:00343413LiverCirrhoticresponse to interferon-gamma60/4634141/187232.57e-064.63e-0560
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 

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
AIF1SNVMissense_Mutationnovelc.253N>Cp.Glu85Glnp.E85QP55008protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-C5-A2M1-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AIF1deletionFrame_Shift_Delc.413delCp.Pro138GlnfsTer36p.P138Qfs*36P55008protein_codingTCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AIF1SNVMissense_Mutationnovelc.4N>Tp.Ser2Cysp.S2CP55008protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.757)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
AIF1SNVMissense_Mutationnovelc.215N>Tp.Arg72Leup.R72LP55008protein_codingtolerated(0.15)possibly_damaging(0.887)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AIF1SNVMissense_Mutationnovelc.261G>Tp.Lys87Asnp.K87NP55008protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AIF1SNVMissense_Mutationnovelc.53N>Tp.Ala18Valp.A18VP55008protein_codingtolerated(0.1)benign(0.033)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
AIF1SNVMissense_Mutationc.220N>Ap.Leu74Metp.L74MP55008protein_codingtolerated(1)benign(0.17)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AIF1SNVMissense_Mutationnovelc.412C>Ap.Pro138Thrp.P138TP55008protein_codingdeleterious(0)probably_damaging(0.916)TCGA-78-8662-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
AIF1SNVMissense_Mutationc.406N>Tp.Gly136Cysp.G136CP55008protein_codingdeleterious(0.02)benign(0.029)TCGA-BR-4280-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
AIF1SNVMissense_Mutationc.440N>Tp.Pro147Leup.P147LP55008protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BR-4362-01Stomachstomach adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 

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