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: C20orf194

Gene summary for C20ORF194

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C20orf194

Gene ID

25943

Gene namedynein axonemal assembly factor 9
Gene AliasC20orf194
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q0IIP3


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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
25943C20orf194LZE4THumanEsophagusESCC1.10e-104.32e-010.0811
25943C20orf194LZE24THumanEsophagusESCC7.75e-081.49e-010.0596
25943C20orf194P1T-EHumanEsophagusESCC4.65e-042.63e-010.0875
25943C20orf194P2T-EHumanEsophagusESCC2.25e-141.33e-010.1177
25943C20orf194P4T-EHumanEsophagusESCC7.90e-071.79e-010.1323
25943C20orf194P5T-EHumanEsophagusESCC4.34e-068.66e-020.1327
25943C20orf194P8T-EHumanEsophagusESCC4.15e-141.46e-010.0889
25943C20orf194P9T-EHumanEsophagusESCC1.66e-082.58e-010.1131
25943C20orf194P10T-EHumanEsophagusESCC9.75e-336.74e-010.116
25943C20orf194P11T-EHumanEsophagusESCC1.78e-105.00e-010.1426
25943C20orf194P12T-EHumanEsophagusESCC1.58e-235.90e-010.1122
25943C20orf194P15T-EHumanEsophagusESCC3.39e-113.01e-010.1149
25943C20orf194P16T-EHumanEsophagusESCC3.28e-132.96e-010.1153
25943C20orf194P17T-EHumanEsophagusESCC1.51e-032.04e-010.1278
25943C20orf194P20T-EHumanEsophagusESCC5.38e-111.94e-010.1124
25943C20orf194P21T-EHumanEsophagusESCC3.46e-153.23e-010.1617
25943C20orf194P22T-EHumanEsophagusESCC6.04e-111.36e-010.1236
25943C20orf194P23T-EHumanEsophagusESCC1.76e-051.57e-010.108
25943C20orf194P24T-EHumanEsophagusESCC1.79e-078.29e-020.1287
25943C20orf194P26T-EHumanEsophagusESCC9.25e-481.25e+000.1276
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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
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
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
∗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
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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
C20orf194SNVMissense_Mutationrs774447561c.787N>Ap.Glu263Lysp.E263KQ5TEA3protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C20orf194SNVMissense_Mutationrs201878603c.206N>Cp.Asn69Thrp.N69TQ5TEA3protein_codingdeleterious(0.01)possibly_damaging(0.895)TCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
C20orf194SNVMissense_Mutationnovelc.2414N>Ap.Ala805Aspp.A805DQ5TEA3protein_codingdeleterious(0)benign(0.299)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
C20orf194SNVMissense_Mutationrs201878603c.206N>Cp.Asn69Thrp.N69TQ5TEA3protein_codingdeleterious(0.01)possibly_damaging(0.895)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
C20orf194SNVMissense_Mutationrs201878603c.206A>Cp.Asn69Thrp.N69TQ5TEA3protein_codingdeleterious(0.01)possibly_damaging(0.895)TCGA-AR-A0TZ-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDoxorubicinPD
C20orf194SNVMissense_Mutationc.359A>Gp.Tyr120Cysp.Y120CQ5TEA3protein_codingdeleterious(0.01)benign(0.003)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C20orf194SNVMissense_Mutationnovelc.2362G>Ap.Glu788Lysp.E788KQ5TEA3protein_codingtolerated(0.19)probably_damaging(0.987)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
C20orf194SNVMissense_Mutationrs781043941c.2129A>Gp.Gln710Argp.Q710RQ5TEA3protein_codingtolerated(0.11)probably_damaging(0.979)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
C20orf194SNVMissense_Mutationnovelc.2404N>Tp.Ala802Serp.A802SQ5TEA3protein_codingdeleterious(0.02)benign(0.069)TCGA-OL-A66I-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
C20orf194insertionNonsense_Mutationnovelc.2425_2426insTAAGTCTTCATTCATCATCTAAATAAGGGAGCTTCATCTp.Arg809delinsLeuSerLeuHisSerSerSerLysTerGlySerPheIleCysp.R809delinsLSLHSSSK*GSFICQ5TEA3protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=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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