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: NCOA5

Gene summary for NCOA5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NCOA5

Gene ID

57727

Gene namenuclear receptor coactivator 5
Gene AliasCIA
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9HCD5


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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
57727NCOA5LZE24THumanEsophagusESCC1.91e-122.40e-010.0596
57727NCOA5P1T-EHumanEsophagusESCC2.13e-093.83e-010.0875
57727NCOA5P2T-EHumanEsophagusESCC1.20e-193.00e-010.1177
57727NCOA5P4T-EHumanEsophagusESCC8.19e-112.29e-010.1323
57727NCOA5P5T-EHumanEsophagusESCC3.06e-061.72e-010.1327
57727NCOA5P8T-EHumanEsophagusESCC6.86e-092.09e-010.0889
57727NCOA5P9T-EHumanEsophagusESCC2.86e-041.77e-010.1131
57727NCOA5P10T-EHumanEsophagusESCC2.69e-285.08e-010.116
57727NCOA5P11T-EHumanEsophagusESCC2.30e-092.90e-010.1426
57727NCOA5P12T-EHumanEsophagusESCC4.99e-295.48e-010.1122
57727NCOA5P15T-EHumanEsophagusESCC7.80e-153.34e-010.1149
57727NCOA5P16T-EHumanEsophagusESCC2.19e-133.22e-010.1153
57727NCOA5P17T-EHumanEsophagusESCC9.46e-052.83e-010.1278
57727NCOA5P20T-EHumanEsophagusESCC2.85e-194.21e-010.1124
57727NCOA5P21T-EHumanEsophagusESCC3.13e-092.29e-010.1617
57727NCOA5P22T-EHumanEsophagusESCC1.26e-082.29e-010.1236
57727NCOA5P23T-EHumanEsophagusESCC4.10e-113.05e-010.108
57727NCOA5P24T-EHumanEsophagusESCC4.91e-051.76e-010.1287
57727NCOA5P26T-EHumanEsophagusESCC5.19e-224.19e-010.1276
57727NCOA5P27T-EHumanEsophagusESCC8.64e-082.12e-010.1055
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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:190165319EsophagusESCCcellular response to peptide208/8552359/187231.68e-062.01e-05208
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:003286918EsophagusESCCcellular response to insulin stimulus124/8552203/187236.63e-066.75e-05124
GO:003286818EsophagusESCCresponse to insulin156/8552264/187237.21e-067.20e-05156
GO:007137516EsophagusESCCcellular response to peptide hormone stimulus166/8552290/187234.48e-053.55e-04166
GO:00082869EsophagusESCCinsulin receptor signaling pathway66/8552116/187239.76e-033.37e-0266
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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
NCOA5SNVMissense_Mutationc.43N>Ap.Pro15Thrp.P15TQ9HCD5protein_codingdeleterious_low_confidence(0.02)benign(0.04)TCGA-A2-A0CW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
NCOA5SNVMissense_Mutationnovelc.576N>Gp.Phe192Leup.F192LQ9HCD5protein_codingtolerated(0.11)benign(0.199)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
NCOA5SNVMissense_Mutationnovelc.642N>Cp.Glu214Aspp.E214DQ9HCD5protein_codingdeleterious(0.01)probably_damaging(0.909)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
NCOA5SNVMissense_Mutationc.703N>Cp.Glu235Glnp.E235QQ9HCD5protein_codingtolerated(0.11)probably_damaging(0.99)TCGA-AR-A24U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NCOA5SNVMissense_Mutationnovelc.446N>Cp.Arg149Thrp.R149TQ9HCD5protein_codingdeleterious(0.03)possibly_damaging(0.586)TCGA-B6-A0RT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
NCOA5SNVMissense_Mutationrs758269352c.583N>Ap.Glu195Lysp.E195KQ9HCD5protein_codingdeleterious(0.01)possibly_damaging(0.839)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NCOA5SNVMissense_Mutationrs370602943c.35G>Ap.Arg12Glnp.R12QQ9HCD5protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.979)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NCOA5SNVMissense_Mutationc.945G>Cp.Lys315Asnp.K315NQ9HCD5protein_codingtolerated(0.09)probably_damaging(0.976)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NCOA5SNVMissense_Mutationnovelc.428N>Gp.Ser143Cysp.S143CQ9HCD5protein_codingdeleterious(0.02)benign(0.068)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NCOA5SNVMissense_Mutationc.556N>Ap.Glu186Lysp.E186KQ9HCD5protein_codingdeleterious(0.01)benign(0.121)TCGA-Q1-A73O-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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