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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ACAP3

Gene summary for ACAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACAP3

Gene ID

116983

Gene nameArfGAP with coiled-coil, ankyrin repeat and PH domains 3
Gene AliasCENTB5
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0001764

UniProtAcc

Q8WTZ1


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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
116983ACAP3S029HumanLiverHCC2.64e-053.87e-010.2581
116983ACAP3C21HumanOral cavityOSCC2.98e-145.10e-010.2678
116983ACAP3C30HumanOral cavityOSCC8.78e-229.38e-010.3055
116983ACAP3C51HumanOral cavityOSCC5.01e-137.27e-010.2674
116983ACAP3C57HumanOral cavityOSCC2.12e-022.91e-010.1679
116983ACAP3C08HumanOral cavityOSCC4.19e-031.71e-010.1919
116983ACAP3LN22HumanOral cavityOSCC2.77e-023.68e-010.1733
116983ACAP3LP15HumanOral cavityLP5.11e-058.38e-010.2174
116983ACAP3LP17HumanOral cavityLP8.05e-036.74e-010.2349
116983ACAP3SYSMH1HumanOral cavityOSCC4.14e-073.43e-010.1127
116983ACAP3SYSMH2HumanOral cavityOSCC7.83e-093.27e-010.2326
116983ACAP3SYSMH3HumanOral cavityOSCC7.11e-165.92e-010.2442
116983ACAP3P4_S8_cSCCHumanSkincSCC1.25e-092.18e-01-0.3095
116983ACAP3P1_cSCCHumanSkincSCC5.98e-197.21e-010.0292
116983ACAP3P2_cSCCHumanSkincSCC9.47e-083.88e-01-0.024
116983ACAP3P4_cSCCHumanSkincSCC2.08e-072.60e-01-0.00290000000000005
116983ACAP3P10_cSCCHumanSkincSCC1.78e-124.60e-010.1017
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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
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:001097511LiverHCCregulation of neuron projection development220/7958445/187231.68e-038.78e-03220
GO:001097510Oral cavityOSCCregulation of neuron projection development210/7305445/187232.35e-041.52e-03210
GO:001097522SkincSCCregulation of neuron projection development141/4864445/187233.72e-031.99e-02141
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
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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
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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.
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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
ACAP3SNVMissense_Mutationnovelc.391N>Tp.Asp131Tyrp.D131YQ96P50protein_codingdeleterious(0)probably_damaging(0.935)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
ACAP3SNVMissense_Mutationc.2152G>Ap.Val718Ilep.V718IQ96P50protein_codingtolerated(0.15)benign(0.007)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACAP3SNVMissense_Mutationc.211N>Ap.Asp71Asnp.D71NQ96P50protein_codingdeleterious(0)possibly_damaging(0.613)TCGA-EW-A1IY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ACAP3SNVMissense_Mutationrs532645854c.217N>Ap.Val73Ilep.V73IQ96P50protein_codingtolerated(0.08)benign(0.042)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ACAP3SNVMissense_Mutationc.1687G>Cp.Val563Leup.V563LQ96P50protein_codingtolerated(0.48)benign(0)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ACAP3SNVMissense_Mutationc.680N>Gp.Ile227Serp.I227SQ96P50protein_codingtolerated(0.11)benign(0.118)TCGA-HM-A3JK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ACAP3SNVMissense_Mutationc.247N>Ap.Asp83Asnp.D83NQ96P50protein_codingtolerated(0.12)benign(0.197)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ACAP3SNVMissense_Mutationrs765208758c.1099N>Tp.Arg367Cysp.R367CQ96P50protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
ACAP3SNVMissense_Mutationnovelc.1454C>Tp.Ala485Valp.A485VQ96P50protein_codingdeleterious(0)benign(0.033)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ACAP3SNVMissense_Mutationc.2096C>Tp.Ala699Valp.A699VQ96P50protein_codingtolerated(0.33)benign(0.003)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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
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