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: AGGF1

Gene summary for AGGF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AGGF1

Gene ID

55109

Gene nameangiogenic factor with G-patch and FHA domains 1
Gene AliasGPATC7
Cytomap5q13.3
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q8N302


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
55109AGGF1HTA11_2487_2000001011HumanColorectumSER2.31e-042.09e-01-0.1808
55109AGGF1HTA11_1938_2000001011HumanColorectumAD5.94e-032.03e-01-0.0811
55109AGGF1HTA11_78_2000001011HumanColorectumAD1.92e-144.30e-01-0.1088
55109AGGF1HTA11_347_2000001011HumanColorectumAD4.49e-214.17e-01-0.1954
55109AGGF1HTA11_411_2000001011HumanColorectumSER5.67e-085.32e-01-0.2602
55109AGGF1HTA11_3361_2000001011HumanColorectumAD7.92e-031.97e-01-0.1207
55109AGGF1HTA11_83_2000001011HumanColorectumSER1.39e-022.12e-01-0.1526
55109AGGF1HTA11_696_2000001011HumanColorectumAD8.10e-072.30e-01-0.1464
55109AGGF1HTA11_866_2000001011HumanColorectumAD5.57e-051.95e-01-0.1001
55109AGGF1HTA11_1391_2000001011HumanColorectumAD5.16e-102.80e-01-0.059
55109AGGF1HTA11_546_2000001011HumanColorectumAD3.37e-052.98e-01-0.0842
55109AGGF1HTA11_866_3004761011HumanColorectumAD1.02e-021.37e-010.096
55109AGGF1HTA11_4255_2000001011HumanColorectumSER1.95e-023.30e-010.0446
55109AGGF1HTA11_7663_2000001011HumanColorectumSER7.98e-053.29e-010.0131
55109AGGF1HTA11_10623_2000001011HumanColorectumAD4.64e-042.57e-01-0.0177
55109AGGF1HTA11_10711_2000001011HumanColorectumAD4.19e-021.49e-010.0338
55109AGGF1HTA11_6818_2000001011HumanColorectumAD1.95e-022.68e-010.0112
55109AGGF1HTA11_6818_2000001021HumanColorectumAD4.50e-052.25e-010.0588
55109AGGF1HTA11_99999970781_79442HumanColorectumMSS5.65e-153.75e-010.294
55109AGGF1HTA11_99999965104_69814HumanColorectumMSS8.23e-093.03e-010.281
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:00506731ColorectumMSSepithelial cell proliferation108/3467437/187236.76e-047.30e-03108
GO:0050678ColorectumMSSregulation of epithelial cell proliferation90/3467381/187236.92e-034.45e-0290
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:005067310Oral cavityOSCCepithelial cell proliferation212/7305437/187232.82e-052.61e-04212
GO:005067810Oral cavityOSCCregulation of epithelial cell proliferation180/7305381/187235.88e-043.35e-03180
GO:005067324SkincSCCepithelial cell proliferation144/4864437/187236.07e-044.38e-03144
Page: 1 

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
AGGF1MSCBreastPrecancerC14orf2,C16orf13,ATP5A1, etc.1.90e-01The 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.
AGGF1GCEsophagusADJUHRF1BP1,ORMDL1,GPCPD1, etc.4.28e-01The 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.
AGGF1GCEsophagusESCCUHRF1BP1,ORMDL1,GPCPD1, etc.4.42e-01The 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.
∗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
AGGF1SNVMissense_Mutationc.1906G>Cp.Glu636Glnp.E636QQ8N302protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
AGGF1SNVMissense_Mutationc.1405N>Ap.Tyr469Asnp.Y469NQ8N302protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
AGGF1SNVMissense_Mutationc.1612N>Ap.Asp538Asnp.D538NQ8N302protein_codingtolerated(0.43)probably_damaging(0.942)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
AGGF1SNVMissense_Mutationnovelc.764G>Ap.Arg255Glnp.R255QQ8N302protein_codingtolerated(0.17)probably_damaging(0.946)TCGA-B6-A0IH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
AGGF1SNVMissense_Mutationnovelc.1093N>Cp.Asp365Hisp.D365HQ8N302protein_codingdeleterious(0.01)possibly_damaging(0.77)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AGGF1SNVMissense_Mutationrs776588923c.1971T>Gp.His657Glnp.H657QQ8N302protein_codingtolerated(0.63)benign(0.285)TCGA-BH-A1EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AGGF1deletionFrame_Shift_Delc.2042delAp.Asn681ThrfsTer29p.N681Tfs*29Q8N302protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AGGF1SNVMissense_Mutationc.436N>Cp.Glu146Glnp.E146QQ8N302protein_codingtolerated(0.32)benign(0.062)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
AGGF1SNVMissense_Mutationnovelc.1369N>Tp.His457Tyrp.H457YQ8N302protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AGGF1SNVMissense_Mutationnovelc.1502A>Cp.His501Prop.H501PQ8N302protein_codingdeleterious(0)probably_damaging(0.999)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 9 

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