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: FAM83A

Gene summary for FAM83A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM83A

Gene ID

84985

Gene namefamily with sequence similarity 83 member A
Gene AliasBJ-TSA-9
Cytomap8q24.13
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q86UY5


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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
84985FAM83ACA_HPV_2HumanCervixCC2.06e-042.06e-010.0391
84985FAM83ACCI_1HumanCervixCC1.40e-151.29e+000.528
84985FAM83ACCI_3HumanCervixCC1.15e-048.73e-010.516
84985FAM83ATumorHumanCervixCC3.58e-286.52e-010.1241
84985FAM83Asample3HumanCervixCC1.59e-609.11e-010.1387
84985FAM83AH2HumanCervixHSIL_HPV1.70e-084.43e-010.0632
84985FAM83AL1HumanCervixCC7.42e-044.33e-010.0802
84985FAM83AT1HumanCervixCC3.81e-022.54e-010.0918
84985FAM83AT3HumanCervixCC6.32e-538.75e-010.1389
84985FAM83ALZE20THumanEsophagusESCC6.34e-291.37e+000.0662
84985FAM83AP1T-EHumanEsophagusESCC1.69e-033.51e-010.0875
84985FAM83AP8T-EHumanEsophagusESCC2.16e-155.35e-010.0889
84985FAM83AP11T-EHumanEsophagusESCC9.69e-047.10e-010.1426
84985FAM83AP17T-EHumanEsophagusESCC3.93e-091.49e+000.1278
84985FAM83AP19T-EHumanEsophagusESCC1.03e-031.12e+000.1662
84985FAM83AP20T-EHumanEsophagusESCC3.00e-307.86e-010.1124
84985FAM83AP21T-EHumanEsophagusESCC3.41e-125.35e-010.1617
84985FAM83AP22T-EHumanEsophagusESCC1.85e-031.67e-010.1236
84985FAM83AP23T-EHumanEsophagusESCC5.48e-043.72e-010.108
84985FAM83AP27T-EHumanEsophagusESCC2.42e-063.92e-010.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00071738CervixCCepidermal growth factor receptor signaling pathway36/2311108/187231.04e-088.44e-0736
GO:00381278CervixCCERBB signaling pathway37/2311121/187238.57e-084.88e-0637
GO:003812718EsophagusESCCERBB signaling pathway82/8552121/187237.23e-079.40e-0682
GO:000717318EsophagusESCCepidermal growth factor receptor signaling pathway73/8552108/187233.36e-063.73e-0573
GO:003812715Oral cavityOSCCERBB signaling pathway76/7305121/187239.59e-081.66e-0676
GO:000717315Oral cavityOSCCepidermal growth factor receptor signaling pathway67/7305108/187231.04e-061.40e-0567
GO:003812716Oral cavityLPERBB signaling pathway42/4623121/187238.53e-034.61e-0242
GO:0007173110SkinSCCISepidermal growth factor receptor signaling pathway18/919108/187234.95e-062.05e-0418
GO:0038127110SkinSCCISERBB signaling pathway19/919121/187236.72e-062.64e-0419
GO:003812724SkincSCCERBB signaling pathway55/4864121/187232.77e-064.38e-0555
GO:000717323SkincSCCepidermal growth factor receptor signaling pathway48/4864108/187232.42e-052.76e-0448
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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
FAM83ASNVMissense_Mutationc.425N>Ap.Val142Aspp.V142DQ86UY5protein_codingtolerated(1)benign(0)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM83ASNVMissense_Mutationnovelc.593N>Cp.Val198Alap.V198AQ86UY5protein_codingtolerated(0.07)benign(0.266)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
FAM83ASNVMissense_Mutationc.522N>Gp.Ile174Metp.I174MQ86UY5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FAM83ASNVMissense_Mutationrs149619029c.661N>Tp.Arg221Trpp.R221WQ86UY5protein_codingdeleterious(0)probably_damaging(1)TCGA-OL-A5RU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
FAM83AinsertionIn_Frame_Insnovelc.233_234insGGTCCTGGGAGCAGGCGGCCTp.Pro78_Pro79insValLeuGlyAlaGlyGlyLeup.P78_P79insVLGAGGLQ86UY5protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM83AdeletionFrame_Shift_Delc.257delGp.Gly86GlufsTer44p.G86Efs*44Q86UY5protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM83AdeletionFrame_Shift_Delnovelc.396delAp.Lys132AsnfsTer34p.K132Nfs*34Q86UY5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FAM83ASNVMissense_Mutationnovelc.186N>Ap.Phe62Leup.F62LQ86UY5protein_codingdeleterious(0.03)possibly_damaging(0.571)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM83ASNVMissense_Mutationc.1040N>Ap.Arg347Glnp.R347QQ86UY5protein_codingtolerated(0.99)benign(0.001)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM83ASNVMissense_Mutationrs373188549c.790N>Ap.Gly264Argp.G264RQ86UY5protein_codingdeleterious(0)probably_damaging(0.99)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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