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: CFAP54

Gene summary for CFAP54

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFAP54

Gene ID

144535

Gene namecilia and flagella associated protein 54
Gene AliasC12orf55
Cytomap12q23.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q96N23


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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
144535CFAP54RNA-P6T1-P6T1-2HumanLungMIAC4.12e-035.19e-01-0.0186
144535CFAP54RNA-P6T1-P6T1-3HumanLungMIAC2.58e-057.76e-01-0.0296
144535CFAP54RNA-P6T1-P6T1-4HumanLungMIAC2.24e-046.15e-01-0.0263
144535CFAP54RNA-P6T2-P6T2-1HumanLungIAC1.39e-032.07e-01-0.0166
144535CFAP54RNA-P6T2-P6T2-2HumanLungIAC1.88e-062.75e-01-0.0132
144535CFAP54RNA-P6T2-P6T2-3HumanLungIAC1.43e-021.48e-01-0.013
144535CFAP54RNA-P6T2-P6T2-4HumanLungIAC6.01e-042.40e-01-0.0121
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
GO:00602711LungMIACcilium assembly37/967337/187231.29e-059.85e-0437
GO:00447821LungMIACcilium organization38/967368/187233.93e-052.08e-0338
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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
CFAP54SNVMissense_Mutationrs763234756c.5722N>Tp.Leu1908Phep.L1908FQ96N23protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CFAP54SNVMissense_Mutationnovelc.6415N>Cp.Tyr2139Hisp.Y2139HQ96N23protein_codingtolerated(0.54)benign(0.001)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CFAP54SNVMissense_Mutationnovelc.6955G>Tp.Ala2319Serp.A2319SQ96N23protein_codingtolerated(0.17)benign(0.028)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
CFAP54SNVMissense_Mutationrs537859109c.8063N>Tp.Ser2688Phep.S2688FQ96N23protein_codingdeleterious(0.01)possibly_damaging(0.645)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CFAP54SNVMissense_Mutationnovelc.7420C>Gp.Gln2474Glup.Q2474EQ96N23protein_codingtolerated(0.9)benign(0.031)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CFAP54SNVMissense_Mutationnovelc.4948N>Ap.Leu1650Ilep.L1650IQ96N23protein_codingtolerated(0.09)benign(0.239)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
CFAP54SNVMissense_Mutationnovelc.3848C>Tp.Ala1283Valp.A1283VQ96N23protein_codingtolerated(0.33)benign(0.015)TCGA-OL-A6VQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CFAP54SNVMissense_Mutationnovelc.2989N>Tp.Val997Phep.V997FQ96N23protein_codingdeleterious(0)benign(0.055)TCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
CFAP54insertionIn_Frame_Insnovelc.5214_5215insTTCTCAp.Val1738_Asp1739insPheSerp.V1738_D1739insFSQ96N23protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CFAP54insertionFrame_Shift_Insnovelc.5215_5216insTGTTGTTTATTTCTCAATGTTGCCAAp.Asp1739ValfsTer11p.D1739Vfs*11Q96N23protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
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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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