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: ACTR3C

Gene summary for ACTR3C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACTR3C

Gene ID

653857

Gene nameactin related protein 3C
Gene AliasARP11
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9C0K3


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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
653857ACTR3CHTA11_347_2000001011HumanColorectumAD7.02e-043.06e-01-0.1954
653857ACTR3CHTA11_99999970781_79442HumanColorectumMSS3.44e-07-3.67e-010.294
653857ACTR3CF007HumanColorectumFAP3.60e-03-4.50e-010.1176
653857ACTR3CA002-C-010HumanColorectumFAP4.29e-02-1.31e-010.242
653857ACTR3CA001-C-207HumanColorectumFAP3.40e-03-3.58e-010.1278
653857ACTR3CA015-C-203HumanColorectumFAP1.75e-31-5.16e-01-0.1294
653857ACTR3CA015-C-204HumanColorectumFAP4.42e-03-2.45e-01-0.0228
653857ACTR3CA014-C-040HumanColorectumFAP2.17e-02-4.41e-01-0.1184
653857ACTR3CA002-C-201HumanColorectumFAP1.50e-12-4.36e-010.0324
653857ACTR3CA002-C-203HumanColorectumFAP6.21e-04-5.71e-020.2786
653857ACTR3CA001-C-119HumanColorectumFAP1.27e-05-4.98e-01-0.1557
653857ACTR3CA001-C-108HumanColorectumFAP1.32e-23-5.01e-01-0.0272
653857ACTR3CA002-C-205HumanColorectumFAP1.50e-19-5.51e-01-0.1236
653857ACTR3CA001-C-104HumanColorectumFAP1.68e-06-3.24e-010.0184
653857ACTR3CA015-C-005HumanColorectumFAP2.37e-03-3.46e-01-0.0336
653857ACTR3CA015-C-006HumanColorectumFAP9.53e-14-5.89e-01-0.0994
653857ACTR3CA015-C-106HumanColorectumFAP9.77e-14-3.01e-01-0.0511
653857ACTR3CA002-C-114HumanColorectumFAP1.38e-16-5.42e-01-0.1561
653857ACTR3CA015-C-104HumanColorectumFAP1.84e-32-5.90e-01-0.1899
653857ACTR3CA001-C-014HumanColorectumFAP2.03e-20-5.09e-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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0453011ColorectumCRCTight junction44/1091169/84652.51e-067.61e-055.16e-0544
hsa0513011ColorectumCRCPathogenic Escherichia coli infection47/1091197/84651.49e-053.84e-042.60e-0447
hsa048109ColorectumCRCRegulation of actin cytoskeleton52/1091229/84652.34e-055.57e-043.78e-0452
hsa046669ColorectumCRCFc gamma R-mediated phagocytosis27/109197/84656.24e-051.12e-037.57e-0427
hsa051359ColorectumCRCYersinia infection34/1091137/84659.71e-051.57e-031.07e-0334
hsa0513211ColorectumCRCSalmonella infection48/1091249/84652.43e-031.69e-021.15e-0248
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0513526EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa05100211EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0466620EsophagusESCCFc gamma R-mediated phagocytosis63/420597/84651.63e-034.89e-032.50e-0363
hsa0481028EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa05135111EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
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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
ACTR3CSNVMissense_Mutationrs775952807c.104C>Tp.Thr35Metp.T35MQ9C0K3protein_codingdeleterious(0.02)possibly_damaging(0.788)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationrs780988364c.322G>Ap.Asp108Asnp.D108NQ9C0K3protein_codingtolerated(0.05)possibly_damaging(0.855)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationnovelc.433N>Ap.Glu145Lysp.E145KQ9C0K3protein_codingtolerated(0.08)possibly_damaging(0.531)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
ACTR3CSNVMissense_Mutationnovelc.112G>Tp.Val38Phep.V38FQ9C0K3protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationnovelc.421N>Tp.Asp141Tyrp.D141YQ9C0K3protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationnovelc.26N>Ap.Gly9Glup.G9EQ9C0K3protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationnovelc.267G>Tp.Glu89Aspp.E89DQ9C0K3protein_codingtolerated(0.32)benign(0.144)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
ACTR3CSNVMissense_Mutationnovelc.184N>Gp.Lys62Glup.K62EQ9C0K3protein_codingdeleterious(0.03)probably_damaging(0.944)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationnovelc.173N>Tp.Gly58Valp.G58VQ9C0K3protein_codingdeleterious(0)probably_damaging(0.992)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACTR3CSNVMissense_Mutationnovelc.372N>Gp.Ile124Metp.I124MQ9C0K3protein_codingtolerated(0.07)benign(0.314)TCGA-22-5481-01Lunglung squamous cell carcinomaFemale>=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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