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: APOBEC3A

Gene summary for APOBEC3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APOBEC3A

Gene ID

200315

Gene nameapolipoprotein B mRNA editing enzyme catalytic subunit 3A
Gene AliasA3A
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

B7ZLZ1


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
200315APOBEC3AP1T-EHumanEsophagusESCC1.22e-062.42e+000.0875
200315APOBEC3AP4T-EHumanEsophagusESCC2.67e-118.14e-010.1323
200315APOBEC3AP23T-EHumanEsophagusESCC2.52e-071.24e+000.108
200315APOBEC3AP80T-EHumanEsophagusESCC5.04e-091.80e+000.155
200315APOBEC3AP84T-EHumanEsophagusESCC1.40e-031.32e+000.0933
200315APOBEC3AP127T-EHumanEsophagusESCC8.44e-101.09e+000.0826
200315APOBEC3AHCC1HumanLiverHCC1.89e-024.80e-010.5336
200315APOBEC3AHCC2HumanLiverHCC1.12e-125.86e-010.5341
200315APOBEC3AHCC5HumanLiverHCC2.42e-076.06e-010.4932
200315APOBEC3AC04HumanOral cavityOSCC1.78e-091.69e+000.2633
200315APOBEC3AC21HumanOral cavityOSCC1.09e-031.42e+000.2678
200315APOBEC3AC46HumanOral cavityOSCC6.59e-081.05e+000.1673
200315APOBEC3AC57HumanOral cavityOSCC2.15e-513.49e+000.1679
200315APOBEC3AC08HumanOral cavityOSCC1.03e-051.93e+000.1919
200315APOBEC3AC86HumanOral cavityOSCC1.64e-022.66e+000.161
200315APOBEC3ALN22HumanOral cavityOSCC2.90e-022.62e-010.1733
200315APOBEC3ALN46HumanOral cavityOSCC3.02e-111.66e+000.1666
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:0019079111EsophagusESCCviral genome replication102/8552131/187234.31e-142.19e-12102
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0050792111EsophagusESCCregulation of viral process119/8552164/187232.19e-129.03e-11119
GO:1903900111EsophagusESCCregulation of viral life cycle106/8552148/187231.26e-103.72e-09106
GO:0045069110EsophagusESCCregulation of viral genome replication67/855285/187233.81e-101.04e-0867
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:004852516EsophagusESCCnegative regulation of viral process66/855292/187233.49e-074.88e-0666
GO:004507114EsophagusESCCnegative regulation of viral genome replication44/855256/187234.84e-076.50e-0644
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:003969411EsophagusESCCviral RNA genome replication27/855235/187231.48e-049.88e-0427
GO:19016574EsophagusESCCglycosyl compound metabolic process57/855288/187232.32e-041.44e-0357
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05170210EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa0517038EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa032502LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa051709LiverHCCHuman immunodeficiency virus 1 infection125/4020212/84654.51e-041.94e-031.08e-03125
hsa0325011LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa0517012LiverHCCHuman immunodeficiency virus 1 infection125/4020212/84654.51e-041.94e-031.08e-03125
hsa0517027Oral cavityOSCCHuman immunodeficiency virus 1 infection133/3704212/84651.42e-081.40e-077.12e-08133
hsa032508Oral cavityOSCCViral life cycle - HIV-145/370463/84657.62e-063.59e-051.83e-0545
hsa05170111Oral cavityOSCCHuman immunodeficiency virus 1 infection133/3704212/84651.42e-081.40e-077.12e-08133
hsa0325013Oral cavityOSCCViral life cycle - HIV-145/370463/84657.62e-063.59e-051.83e-0545
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
APOBEC3ASNVMissense_Mutationnovelc.221N>Ap.Arg74Hisp.R74HP31941protein_codingtolerated(0.16)benign(0.238)TCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
APOBEC3ASNVMissense_Mutationnovelc.221N>Tp.Arg74Leup.R74LP31941protein_codingtolerated(0.2)benign(0.031)TCGA-AC-A4ZE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
APOBEC3ASNVMissense_Mutationc.554N>Tp.Ala185Valp.A185VP31941protein_codingtolerated(0.29)possibly_damaging(0.733)TCGA-F4-6463-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
APOBEC3ASNVMissense_Mutationnovelc.474N>Gp.Phe158Leup.F158LP31941protein_codingtolerated(0.2)benign(0.37)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
APOBEC3ASNVMissense_Mutationnovelc.216N>Tp.Glu72Aspp.E72DP31941protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
APOBEC3ASNVMissense_Mutationnovelc.242C>Ap.Ser81Tyrp.S81YP31941protein_codingtolerated(0.43)benign(0.027)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
APOBEC3ASNVMissense_Mutationnovelc.288C>Gp.Ile96Metp.I96MP31941protein_codingtolerated(0.11)possibly_damaging(0.786)TCGA-2Y-A9H1-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
APOBEC3ASNVMissense_Mutationnovelc.257N>Ap.Pro86Glnp.P86QP31941protein_codingtolerated(0.43)benign(0.11)TCGA-05-4396-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
APOBEC3ASNVMissense_Mutationnovelc.44C>Ap.Pro15Glnp.P15QP31941protein_codingtolerated(0.5)benign(0.302)TCGA-55-6987-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
APOBEC3ASNVMissense_Mutationc.172C>Ap.Gln58Lysp.Q58KP31941protein_codingtolerated(0.29)benign(0.003)TCGA-62-A46P-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
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
200315APOBEC3AENZYME, DRUGGABLE GENOMEGNF-PF-3314CHEMBL582287
200315APOBEC3AENZYME, DRUGGABLE GENOMEGNF-PF-4665CHEMBL601744
200315APOBEC3AENZYME, DRUGGABLE GENOMEGNF-PF-4242CHEMBL584514
200315APOBEC3AENZYME, DRUGGABLE GENOMECEFOTETANCEFOTETAN
200315APOBEC3AENZYME, DRUGGABLE GENOMEMYRICETINMYRICETIN
200315APOBEC3AENZYME, DRUGGABLE GENOMEGNF-PF-4464CHEMBL600692
200315APOBEC3AENZYME, DRUGGABLE GENOMEGNF-PF-3352CHEMBL600306
200315APOBEC3AENZYME, DRUGGABLE GENOMEDIMETHYLPHENYLPIPERAZINIUM IODIDEDIMETHYLPHENYLPIPERAZINIUM IODIDE
200315APOBEC3AENZYME, DRUGGABLE GENOMETCMDC-124266CHEMBL124006
200315APOBEC3AENZYME, DRUGGABLE GENOMENSC-50690CHEMBL1388703
Page: 1 2