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: AFAP1L1

Gene summary for AFAP1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AFAP1L1

Gene ID

134265

Gene nameactin filament associated protein 1 like 1
Gene AliasAFAP1L1
Cytomap5q32
Gene Typeprotein-coding
GO ID

GO:0002102

UniProtAcc

Q8TED9


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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
134265AFAP1L1HCC1_MengHumanLiverHCC1.21e-162.06e-020.0246
134265AFAP1L1HCC1HumanLiverHCC1.81e-111.84e+000.5336
134265AFAP1L1HCC2HumanLiverHCC1.66e-232.25e+000.5341
134265AFAP1L1HCC5HumanLiverHCC1.29e-382.02e+000.4932
134265AFAP1L1C04HumanOral cavityOSCC2.45e-114.90e-010.2633
134265AFAP1L1C21HumanOral cavityOSCC4.19e-112.86e-010.2678
134265AFAP1L1C30HumanOral cavityOSCC7.32e-216.37e-010.3055
134265AFAP1L1C51HumanOral cavityOSCC8.19e-052.09e-010.2674
134265AFAP1L1C06HumanOral cavityOSCC5.31e-088.49e-010.2699
134265AFAP1L1LN22HumanOral cavityOSCC2.01e-022.60e-010.1733
134265AFAP1L1SYSMH3HumanOral cavityOSCC8.54e-041.57e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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
AFAP1L1SNVMissense_Mutationc.1976N>Ap.Gly659Glup.G659EQ8TED9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
AFAP1L1SNVMissense_Mutationrs559848026c.1715N>Ap.Arg572Hisp.R572HQ8TED9protein_codingtolerated(0.14)benign(0.003)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AFAP1L1SNVMissense_Mutationc.1856N>Tp.Ala619Valp.A619VQ8TED9protein_codingtolerated(0.12)probably_damaging(0.994)TCGA-D8-A1XG-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
AFAP1L1SNVMissense_Mutationnovelc.1807N>Cp.Ser603Prop.S603PQ8TED9protein_codingdeleterious(0)probably_damaging(0.986)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
AFAP1L1SNVMissense_Mutationc.1138G>Tp.Ala380Serp.A380SQ8TED9protein_codingtolerated(0.85)benign(0.003)TCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
AFAP1L1insertionFrame_Shift_Insnovelc.2096_2097insTp.Gln699HisfsTer25p.Q699Hfs*25Q8TED9protein_codingTCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AFAP1L1insertionFrame_Shift_Insnovelc.2097_2098insGGGGTAGTGGGGCAGGTGCAGTGGCTCATGCCTGTAAp.Ser700GlyfsTer36p.S700Gfs*36Q8TED9protein_codingTCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AFAP1L1insertionNonsense_Mutationnovelc.2075_2076insATCTCGAAGGGGATTAGGTTTCAACATATGAATp.Ala692_Val693insSerArgArgGlyLeuGlyPheAsnIleTerIlep.A692_V693insSRRGLGFNI*IQ8TED9protein_codingTCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
AFAP1L1deletionFrame_Shift_Delnovelc.300delNp.Glu100AspfsTer2p.E100Dfs*2Q8TED9protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
AFAP1L1SNVMissense_Mutationnovelc.1379C>Tp.Ala460Valp.A460VQ8TED9protein_codingtolerated(0.22)possibly_damaging(0.653)TCGA-2W-A8YY-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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