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: ACTG2

Gene summary for ACTG2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACTG2

Gene ID

72

Gene nameactin gamma 2, smooth muscle
Gene AliasACT
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

P63267


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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
72ACTG2P2T-EHumanEsophagusESCC3.38e-104.24e-010.1177
72ACTG2P4T-EHumanEsophagusESCC1.53e-045.70e-010.1323
72ACTG2P16T-EHumanEsophagusESCC1.77e-1043.33e+000.1153
72ACTG2P19T-EHumanEsophagusESCC4.25e-022.23e+000.1662
72ACTG2P24T-EHumanEsophagusESCC3.75e-036.74e-010.1287
72ACTG2P32T-EHumanEsophagusESCC7.90e-035.29e-010.1666
72ACTG2P44T-EHumanEsophagusESCC1.94e-021.30e+000.1096
72ACTG2P56T-EHumanEsophagusESCC4.16e-091.90e+000.1613
72ACTG2P76T-EHumanEsophagusESCC5.17e-271.59e+000.1207
72ACTG2P79T-EHumanEsophagusESCC8.40e-042.13e-010.1154
72ACTG2P130T-EHumanEsophagusESCC1.92e-372.05e+000.1676
72ACTG2ATC11HumanThyroidATC3.71e-052.40e+000.3386
72ACTG2ATC13HumanThyroidATC5.88e-094.69e-010.34
72ACTG2ATC3HumanThyroidATC3.69e-122.27e+000.338
72ACTG2ATC5HumanThyroidATC1.28e-085.44e-010.34
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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
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:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:009013031ThyroidATCtissue migration171/6293365/187238.55e-081.47e-06171
GO:006048521ThyroidATCmesenchyme development136/6293291/187232.04e-062.43e-05136
GO:0072132ThyroidATCmesenchyme morphogenesis30/629352/187233.08e-041.94e-0330
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ACTG2SNVMissense_Mutationc.645N>Cp.Glu215Aspp.E215DP63267protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ACTG2SNVMissense_Mutationc.1080N>Tp.Lys360Asnp.K360NP63267protein_codingdeleterious_low_confidence(0)probably_damaging(0.982)TCGA-AO-A0JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophospamideSD
ACTG2SNVMissense_Mutationc.337N>Tp.Pro113Serp.P113SP63267protein_codingdeleterious_low_confidence(0.01)probably_damaging(1)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACTG2SNVMissense_Mutationc.704N>Tp.Ser235Phep.S235FP63267protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ACTG2insertionFrame_Shift_Insnovelc.1122_1123insTACAAp.Cys375TyrfsTer23p.C375Yfs*23P63267protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ACTG2insertionIn_Frame_Insnovelc.1124_1125insCCCAGCCTTACAGGGAGCAGTGCAp.Cys375_Phe376insProAlaLeuGlnGlyAlaValHisp.C375_F376insPALQGAVHP63267protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ACTG2deletionFrame_Shift_Delnovelc.110delGp.Gly37AlafsTer8p.G37Afs*8P63267protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ACTG2SNVMissense_Mutationc.406G>Ap.Ala136Thrp.A136TP63267protein_codingdeleterious_low_confidence(0.04)benign(0.246)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACTG2SNVMissense_Mutationnovelc.778N>Ap.Glu260Lysp.E260KP63267protein_codingdeleterious_low_confidence(0)probably_damaging(0.964)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
ACTG2SNVMissense_Mutationc.172G>Ap.Glu58Lysp.E58KP63267protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.916)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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