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: ACTR5

Gene summary for ACTR5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACTR5

Gene ID

79913

Gene nameactin related protein 5
Gene AliasArp5
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9H9F9


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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
79913ACTR5LZE24THumanEsophagusESCC5.67e-123.19e-010.0596
79913ACTR5P2T-EHumanEsophagusESCC3.59e-101.68e-010.1177
79913ACTR5P4T-EHumanEsophagusESCC6.59e-081.99e-010.1323
79913ACTR5P5T-EHumanEsophagusESCC8.85e-051.22e-010.1327
79913ACTR5P8T-EHumanEsophagusESCC1.61e-041.51e-010.0889
79913ACTR5P10T-EHumanEsophagusESCC8.48e-131.85e-010.116
79913ACTR5P11T-EHumanEsophagusESCC2.23e-031.51e-010.1426
79913ACTR5P12T-EHumanEsophagusESCC8.25e-193.38e-010.1122
79913ACTR5P15T-EHumanEsophagusESCC8.38e-152.84e-010.1149
79913ACTR5P16T-EHumanEsophagusESCC5.56e-061.66e-010.1153
79913ACTR5P17T-EHumanEsophagusESCC1.18e-021.96e-010.1278
79913ACTR5P20T-EHumanEsophagusESCC3.22e-213.85e-010.1124
79913ACTR5P21T-EHumanEsophagusESCC3.72e-174.06e-010.1617
79913ACTR5P22T-EHumanEsophagusESCC1.65e-025.23e-020.1236
79913ACTR5P23T-EHumanEsophagusESCC2.13e-082.31e-010.108
79913ACTR5P24T-EHumanEsophagusESCC2.26e-071.87e-010.1287
79913ACTR5P26T-EHumanEsophagusESCC3.36e-163.83e-010.1276
79913ACTR5P27T-EHumanEsophagusESCC4.18e-061.39e-010.1055
79913ACTR5P28T-EHumanEsophagusESCC4.89e-061.60e-010.1149
79913ACTR5P30T-EHumanEsophagusESCC2.81e-031.37e-010.137
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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
∗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:000941113EsophagusESCCresponse to UV115/8552149/187233.29e-151.93e-13115
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:003464413EsophagusESCCcellular response to UV70/855290/187234.59e-101.20e-0870
GO:007121419EsophagusESCCcellular response to abiotic stimulus206/8552331/187237.52e-101.88e-08206
GO:010400419EsophagusESCCcellular response to environmental stimulus206/8552331/187237.52e-101.88e-08206
GO:007147816EsophagusESCCcellular response to radiation122/8552186/187233.07e-085.73e-07122
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00714821EsophagusESCCcellular response to light stimulus75/8552123/187234.45e-042.50e-0375
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
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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
ACTR5SNVMissense_Mutationrs765426755c.467N>Gp.Tyr156Cysp.Y156CQ9H9F9protein_codingdeleterious(0)probably_damaging(0.911)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACTR5SNVMissense_Mutationrs746336224c.911N>Ap.Arg304Glnp.R304QQ9H9F9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACTR5SNVMissense_Mutationc.1509G>Tp.Met503Ilep.M503IQ9H9F9protein_codingtolerated(0.24)benign(0.003)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
ACTR5SNVMissense_Mutationrs372463725c.594N>Gp.Ile198Metp.I198MQ9H9F9protein_codingdeleterious(0)possibly_damaging(0.5)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACTR5insertionNonsense_Mutationnovelc.1092_1093insCCTGCGCCCAGCTGGTATTGACTTTAATTGTTGTGTTp.Ser365ProfsTer7p.S365Pfs*7Q9H9F9protein_codingTCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
ACTR5SNVMissense_Mutationnovelc.434N>Ap.Arg145Glnp.R145QQ9H9F9protein_codingdeleterious(0)probably_damaging(0.933)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACTR5SNVMissense_Mutationc.491G>Ap.Gly164Glup.G164EQ9H9F9protein_codingdeleterious(0)probably_damaging(0.987)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ACTR5SNVMissense_Mutationc.385N>Ap.Asp129Asnp.D129NQ9H9F9protein_codingtolerated(0.23)possibly_damaging(0.673)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACTR5SNVMissense_Mutationc.1443N>Tp.Lys481Asnp.K481NQ9H9F9protein_codingtolerated(0.25)benign(0.373)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ACTR5SNVMissense_Mutationc.531G>Tp.Lys177Asnp.K177NQ9H9F9protein_codingtolerated(0.28)benign(0.007)TCGA-AA-3984-01Colorectumcolon 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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