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: ACTR3

Gene summary for ACTR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACTR3

Gene ID

10096

Gene nameactin related protein 3
Gene AliasARP3
Cytomap2q14.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4DXW1


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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
10096ACTR3HTA11_3410_2000001011HumanColorectumAD2.88e-10-4.69e-010.0155
10096ACTR3HTA11_696_2000001011HumanColorectumAD2.35e-03-2.43e-01-0.1464
10096ACTR3HTA11_866_3004761011HumanColorectumAD1.15e-04-3.96e-010.096
10096ACTR3HTA11_10711_2000001011HumanColorectumAD7.16e-04-4.44e-010.0338
10096ACTR3HTA11_7696_3000711011HumanColorectumAD1.25e-07-3.91e-010.0674
10096ACTR3HTA11_99999974143_84620HumanColorectumMSS1.93e-03-3.18e-010.3005
10096ACTR3A015-C-203HumanColorectumFAP1.16e-19-3.89e-01-0.1294
10096ACTR3A015-C-204HumanColorectumFAP7.67e-04-2.72e-01-0.0228
10096ACTR3A014-C-040HumanColorectumFAP3.13e-02-3.85e-01-0.1184
10096ACTR3A002-C-201HumanColorectumFAP9.53e-09-2.83e-010.0324
10096ACTR3A002-C-203HumanColorectumFAP3.70e-02-9.83e-020.2786
10096ACTR3A001-C-119HumanColorectumFAP2.90e-11-5.42e-01-0.1557
10096ACTR3A001-C-108HumanColorectumFAP2.01e-09-2.57e-01-0.0272
10096ACTR3A002-C-205HumanColorectumFAP2.32e-19-5.11e-01-0.1236
10096ACTR3A001-C-104HumanColorectumFAP2.64e-03-2.25e-010.0184
10096ACTR3A015-C-006HumanColorectumFAP2.21e-11-4.56e-01-0.0994
10096ACTR3A015-C-106HumanColorectumFAP6.74e-10-3.03e-01-0.0511
10096ACTR3A002-C-114HumanColorectumFAP5.36e-12-3.29e-01-0.1561
10096ACTR3A015-C-104HumanColorectumFAP2.52e-23-5.07e-01-0.1899
10096ACTR3A001-C-014HumanColorectumFAP1.44e-10-2.97e-010.0135
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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
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.

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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:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:0008154ColorectumADactin polymerization or depolymerization90/3918218/187236.14e-128.23e-1090
GO:0032271ColorectumADregulation of protein polymerization94/3918233/187231.01e-111.29e-0994
GO:0030041ColorectumADactin filament polymerization81/3918191/187231.35e-111.69e-0981
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0008064ColorectumADregulation of actin polymerization or depolymerization79/3918188/187234.17e-114.74e-0979
GO:0030833ColorectumADregulation of actin filament polymerization74/3918172/187234.50e-115.03e-0974
GO:0030832ColorectumADregulation of actin filament length79/3918189/187235.71e-116.27e-0979
GO:1902905ColorectumADpositive regulation of supramolecular fiber organization85/3918209/187235.95e-116.33e-0985
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:0032273ColorectumADpositive regulation of protein polymerization62/3918138/187231.94e-101.76e-0862
GO:0031334ColorectumADpositive regulation of protein-containing complex assembly91/3918237/187234.78e-103.99e-0891
GO:0030838ColorectumADpositive regulation of actin filament polymerization48/391899/187239.21e-107.03e-0848
GO:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513038Oral cavityLPPathogenic Escherichia coli infection87/2418197/84651.71e-061.78e-051.15e-0587
hsa0513138Oral cavityLPShigellosis103/2418247/84654.98e-064.14e-052.67e-05103
hsa0510038Oral cavityLPBacterial invasion of epithelial cells39/241877/84653.34e-052.22e-041.43e-0439
hsa0513535Oral cavityLPYersinia infection59/2418137/84651.81e-041.04e-036.71e-0459
hsa0513245Oral cavityEOLPSalmonella infection78/1218249/84653.66e-122.37e-101.40e-1078
hsa0414442Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0513544Oral cavityEOLPYersinia infection44/1218137/84658.88e-081.06e-066.27e-0744
hsa0513045Oral cavityEOLPPathogenic Escherichia coli infection54/1218197/84651.10e-069.96e-065.87e-0654
hsa0466623Oral cavityEOLPFc gamma R-mediated phagocytosis31/121897/84657.90e-064.73e-052.79e-0531
hsa0513146Oral cavityEOLPShigellosis61/1218247/84659.48e-065.47e-053.23e-0561
hsa0510043Oral cavityEOLPBacterial invasion of epithelial cells22/121877/84659.16e-043.36e-031.98e-0322
hsa0481027Oral cavityEOLPRegulation of actin cytoskeleton50/1218229/84651.34e-034.80e-032.83e-0350
hsa04530210Oral cavityEOLPTight junction39/1218169/84651.52e-035.34e-033.15e-0339
hsa0513255Oral cavityEOLPSalmonella infection78/1218249/84653.66e-122.37e-101.40e-1078
hsa0414452Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0513554Oral cavityEOLPYersinia infection44/1218137/84658.88e-081.06e-066.27e-0744
hsa0513055Oral cavityEOLPPathogenic Escherichia coli infection54/1218197/84651.10e-069.96e-065.87e-0654
hsa0466633Oral cavityEOLPFc gamma R-mediated phagocytosis31/121897/84657.90e-064.73e-052.79e-0531
hsa0513156Oral cavityEOLPShigellosis61/1218247/84659.48e-065.47e-053.23e-0561
hsa0510053Oral cavityEOLPBacterial invasion of epithelial cells22/121877/84659.16e-043.36e-031.98e-0322
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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
ACTR3SNVMissense_Mutationc.439N>Gp.Leu147Valp.L147VP61158protein_codingdeleterious(0)possibly_damaging(0.829)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ACTR3insertionNonsense_Mutationnovelc.777_778insCAATAAp.Ile259_Asn260insGlnTerp.I259_N260insQ*P61158protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACTR3deletionFrame_Shift_Delnovelc.1110delNp.His371ThrfsTer64p.H371Tfs*64P61158protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ACTR3SNVMissense_Mutationnovelc.1001G>Ap.Arg334Hisp.R334HP61158protein_codingdeleterious(0.02)benign(0.357)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACTR3SNVMissense_Mutationrs760969306c.808G>Ap.Asp270Asnp.D270NP61158protein_codingdeleterious(0.01)possibly_damaging(0.69)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ACTR3SNVMissense_Mutationc.841N>Cp.Ile281Leup.I281LP61158protein_codingtolerated(0.17)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ACTR3SNVMissense_Mutationnovelc.657N>Cp.Gln219Hisp.Q219HP61158protein_codingdeleterious(0.04)probably_damaging(0.968)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ACTR3SNVMissense_Mutationc.923C>Ap.Pro308Hisp.P308HP61158protein_codingdeleterious(0)probably_damaging(1)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ACTR3SNVMissense_Mutationnovelc.1191N>Cp.Lys397Asnp.K397NP61158protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ACTR3SNVMissense_Mutationrs200071930c.688C>Tp.Arg230Cysp.R230CP61158protein_codingdeleterious(0)probably_damaging(0.92)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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