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: ACTA2

Gene summary for ACTA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACTA2

Gene ID

59

Gene nameactin alpha 2, smooth muscle
Gene AliasACTSA
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

GO:0001568

UniProtAcc

D2JYH4


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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
59ACTA2AEH-subject1HumanEndometriumAEH6.62e-14-5.20e-01-0.3059
59ACTA2AEH-subject2HumanEndometriumAEH5.24e-08-4.11e-01-0.2525
59ACTA2AEH-subject3HumanEndometriumAEH3.98e-04-2.89e-01-0.2576
59ACTA2AEH-subject4HumanEndometriumAEH3.42e-07-4.53e-01-0.2657
59ACTA2AEH-subject5HumanEndometriumAEH4.86e-13-3.73e-01-0.2953
59ACTA2EEC-subject1HumanEndometriumEEC8.74e-20-5.28e-01-0.2682
59ACTA2EEC-subject2HumanEndometriumEEC1.59e-10-4.90e-01-0.2607
59ACTA2EEC-subject3HumanEndometriumEEC1.72e-13-2.38e-01-0.2525
59ACTA2EEC-subject4HumanEndometriumEEC7.32e-05-3.28e-01-0.2571
59ACTA2EEC-subject5HumanEndometriumEEC1.41e-20-5.57e-01-0.249
59ACTA2GSM5276934HumanEndometriumEEC1.02e-04-3.50e-01-0.0913
59ACTA2GSM5276935HumanEndometriumEEC1.22e-26-5.62e-01-0.123
59ACTA2GSM5276937HumanEndometriumEEC1.11e-06-4.42e-01-0.0897
59ACTA2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.17e-21-5.89e-01-0.1869
59ACTA2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC6.69e-15-5.61e-01-0.1875
59ACTA2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.57e-16-5.31e-01-0.1883
59ACTA2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.55e-24-5.34e-01-0.1934
59ACTA2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.23e-27-5.68e-01-0.1917
59ACTA2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.65e-22-5.30e-01-0.1916
59ACTA2P2T-EHumanEsophagusESCC5.22e-431.04e+000.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:009013014EndometriumAEHtissue migration73/2100365/187235.79e-072.20e-0573
GO:00016556EndometriumAEHurogenital system development67/2100338/187232.30e-066.76e-0567
GO:00720015EndometriumAEHrenal system development61/2100302/187233.43e-069.24e-0561
GO:00018224EndometriumAEHkidney development57/2100293/187232.25e-054.35e-0457
GO:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:00604853EndometriumAEHmesenchyme development54/2100291/187231.34e-041.83e-0354
GO:000206415EndometriumAEHepithelial cell development43/2100220/187231.94e-042.48e-0343
GO:00096159EndometriumAEHresponse to virus63/2100367/187233.81e-044.10e-0363
GO:0006936EndometriumAEHmuscle contraction59/2100347/187237.32e-046.99e-0359
GO:00720064EndometriumAEHnephron development29/2100142/187239.80e-048.89e-0329
GO:00610052EndometriumAEHcell differentiation involved in kidney development15/210057/187231.20e-031.04e-0215
GO:00358504EndometriumAEHepithelial cell differentiation involved in kidney development13/210047/187231.53e-031.26e-0213
GO:0061448EndometriumAEHconnective tissue development44/2100252/187231.92e-031.51e-0244
GO:000165512EndometriumEECurogenital system development69/2168338/187231.70e-065.18e-0569
GO:009013015EndometriumEECtissue migration73/2168365/187231.91e-065.78e-0573
GO:007200112EndometriumEECrenal system development63/2168302/187232.24e-066.59e-0563
GO:000182212EndometriumEECkidney development59/2168293/187231.44e-052.87e-0459
GO:000206416EndometriumEECepithelial cell development45/2168220/187239.73e-051.35e-0345
GO:000301213EndometriumEECmuscle system process79/2168452/187231.16e-041.55e-0379
GO:000961513EndometriumEECresponse to virus66/2168367/187231.78e-042.20e-0366
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049268EsophagusESCCRelaxin signaling pathway81/4205129/84651.72e-035.09e-032.61e-0381
hsa0492616EsophagusESCCRelaxin signaling pathway81/4205129/84651.72e-035.09e-032.61e-0381
hsa049262LiverHCCRelaxin signaling pathway75/4020129/84659.33e-032.46e-021.37e-0275
hsa0492611LiverHCCRelaxin signaling pathway75/4020129/84659.33e-032.46e-021.37e-0275
hsa049267Oral cavityOSCCRelaxin signaling pathway74/3704129/84651.20e-033.37e-031.72e-0374
hsa0492615Oral cavityOSCCRelaxin signaling pathway74/3704129/84651.20e-033.37e-031.72e-0374
hsa042704Oral cavityNEOLPVascular smooth muscle contraction30/1112134/84652.06e-038.97e-035.64e-0330
hsa0492641Oral cavityNEOLPRelaxin signaling pathway29/1112129/84652.27e-039.62e-036.05e-0329
hsa048145Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
hsa0427011Oral cavityNEOLPVascular smooth muscle contraction30/1112134/84652.06e-038.97e-035.64e-0330
hsa0492651Oral cavityNEOLPRelaxin signaling pathway29/1112129/84652.27e-039.62e-036.05e-0329
hsa0481412Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
hsa049266ProstateBPHRelaxin signaling pathway39/1718129/84654.55e-031.55e-029.58e-0339
hsa0492614ProstateBPHRelaxin signaling pathway39/1718129/84654.55e-031.55e-029.58e-0339
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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
ACTA2SNVMissense_Mutationrs397516684c.607G>Ap.Val203Ilep.V203IP62736protein_codingdeleterious_low_confidence(0.04)benign(0.015)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACTA2SNVMissense_Mutationc.554G>Ap.Arg185Glnp.R185QP62736protein_codingdeleterious_low_confidence(0.03)probably_damaging(0.999)TCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACTA2SNVMissense_Mutationrs794728021c.116G>Ap.Arg39Hisp.R39HP62736protein_codingtolerated_low_confidence(0.06)benign(0.042)TCGA-BH-A1F6-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ACTA2SNVMissense_Mutationrs397516684c.607N>Ap.Val203Ilep.V203IP62736protein_codingdeleterious_low_confidence(0.04)benign(0.015)TCGA-D8-A27W-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
ACTA2SNVMissense_Mutationc.862G>Tp.Asp288Tyrp.D288YP62736protein_codingdeleterious_low_confidence(0)probably_damaging(0.984)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
ACTA2SNVMissense_Mutationnovelc.800N>Gp.Ser267Cysp.S267CP62736protein_codingdeleterious_low_confidence(0.03)benign(0.244)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACTA2SNVMissense_Mutationrs397516684c.607N>Ap.Val203Ilep.V203IP62736protein_codingdeleterious_low_confidence(0.04)benign(0.015)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ACTA2SNVMissense_Mutationc.327G>Tp.Glu109Aspp.E109DP62736protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.64)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ACTA2SNVMissense_Mutationnovelc.386N>Cp.Phe129Serp.F129SP62736protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.676)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ACTA2insertionNonsense_Mutationnovelc.1065_1066insTGCTAGAGAp.Gln355_Gln356insCysTerArgp.Q355_Q356insC*RP62736protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<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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