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: FAM8A1

Gene summary for FAM8A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM8A1

Gene ID

51439

Gene namefamily with sequence similarity 8 member A1
Gene AliasAHCP
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A0A024R006


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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
51439FAM8A1HCC1_MengHumanLiverHCC5.50e-641.03e-010.0246
51439FAM8A1HCC2_MengHumanLiverHCC4.90e-188.46e-020.0107
51439FAM8A1HCC1HumanLiverHCC2.66e-114.04e+000.5336
51439FAM8A1HCC2HumanLiverHCC2.62e-052.94e+000.5341
51439FAM8A1Pt13.bHumanLiverHCC3.90e-142.49e-010.0251
51439FAM8A1Pt14.aHumanLiverHCC2.06e-022.66e-010.0169
51439FAM8A1S014HumanLiverHCC2.59e-094.88e-010.2254
51439FAM8A1S015HumanLiverHCC7.77e-117.00e-010.2375
51439FAM8A1S016HumanLiverHCC6.93e-155.95e-010.2243
51439FAM8A1S027HumanLiverHCC3.82e-077.80e-010.2446
51439FAM8A1S028HumanLiverHCC1.93e-158.07e-010.2503
51439FAM8A1S029HumanLiverHCC1.70e-137.50e-010.2581
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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
∗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:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:003497612LiverHCCresponse to endoplasmic reticulum stress189/7958256/187231.43e-244.06e-22189
GO:003650311LiverHCCERAD pathway88/7958107/187232.87e-172.85e-1588
GO:00304331LiverHCCubiquitin-dependent ERAD pathway72/795885/187239.78e-167.47e-1472
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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
FAM8A1SNVMissense_Mutationc.1120N>Cp.Lys374Glnp.K374QQ9UBU6protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
FAM8A1SNVMissense_Mutationrs776781477c.1130N>Tp.Ser377Leup.S377LQ9UBU6protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-GM-A3NW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
FAM8A1insertionIn_Frame_Insnovelc.1227_1228insGGCTTTGTCCCTTGTGCATGGTGCp.Arg409_Asn410insGlyPheValProCysAlaTrpCysp.R409_N410insGFVPCAWCQ9UBU6protein_codingTCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
FAM8A1insertionFrame_Shift_Insnovelc.1139_1140insTp.Ala384CysfsTer11p.A384Cfs*11Q9UBU6protein_codingTCGA-EW-A6SD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytchSD
FAM8A1SNVMissense_Mutationrs772740571c.943N>Ap.Val315Ilep.V315IQ9UBU6protein_codingtolerated(0.08)probably_damaging(0.99)TCGA-IR-A3LC-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinComplete Response
FAM8A1SNVMissense_Mutationc.1122N>Tp.Lys374Asnp.K374NQ9UBU6protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FAM8A1SNVMissense_Mutationnovelc.749N>Gp.Phe250Cysp.F250CQ9UBU6protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM8A1SNVMissense_Mutationnovelc.1024A>Gp.Thr342Alap.T342AQ9UBU6protein_codingdeleterious(0)benign(0.289)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAM8A1SNVMissense_Mutationnovelc.1180N>Gp.Asn394Aspp.N394DQ9UBU6protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FAM8A1SNVMissense_Mutationnovelc.942N>Cp.Leu314Phep.L314FQ9UBU6protein_codingdeleterious(0.01)possibly_damaging(0.815)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid 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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