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: FAM83G

Gene summary for FAM83G

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM83G

Gene ID

644815

Gene namefamily with sequence similarity 83 member G
Gene AliasPAWS1
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A6ND36


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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
644815FAM83GLZE4THumanEsophagusESCC3.93e-092.21e-020.0811
644815FAM83GLZE7THumanEsophagusESCC3.95e-119.98e-020.0667
644815FAM83GLZE8THumanEsophagusESCC1.44e-121.86e-020.067
644815FAM83GLZE20THumanEsophagusESCC1.01e-03-1.37e-010.0662
644815FAM83GLZE24THumanEsophagusESCC2.11e-043.07e-020.0596
644815FAM83GLZE21THumanEsophagusESCC9.80e-071.20e-010.0655
644815FAM83GP2T-EHumanEsophagusESCC8.21e-07-1.18e-010.1177
644815FAM83GP4T-EHumanEsophagusESCC4.99e-086.05e-020.1323
644815FAM83GP5T-EHumanEsophagusESCC6.32e-07-1.60e-010.1327
644815FAM83GP8T-EHumanEsophagusESCC3.41e-05-2.28e-020.0889
644815FAM83GP9T-EHumanEsophagusESCC6.02e-071.00e-010.1131
644815FAM83GP10T-EHumanEsophagusESCC2.17e-094.28e-020.116
644815FAM83GP11T-EHumanEsophagusESCC3.61e-023.96e-010.1426
644815FAM83GP12T-EHumanEsophagusESCC2.65e-136.59e-020.1122
644815FAM83GP15T-EHumanEsophagusESCC5.60e-051.68e-020.1149
644815FAM83GP16T-EHumanEsophagusESCC8.33e-10-1.33e-010.1153
644815FAM83GP17T-EHumanEsophagusESCC2.96e-113.22e-020.1278
644815FAM83GP20T-EHumanEsophagusESCC1.01e-143.48e-020.1124
644815FAM83GP21T-EHumanEsophagusESCC2.46e-143.79e-010.1617
644815FAM83GP22T-EHumanEsophagusESCC1.07e-13-6.67e-030.1236
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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
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
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:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:00071789Oral cavityOSCCtransmembrane receptor protein serine/threonine kinase signaling pathway165/7305355/187232.31e-031.02e-02165
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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
FAM83GSNVMissense_Mutationrs753302947c.821N>Tp.Thr274Metp.T274MA6ND36protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM83GSNVMissense_Mutationc.1336N>Tp.Arg446Cysp.R446CA6ND36protein_codingdeleterious(0)probably_damaging(0.988)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
FAM83GSNVMissense_Mutationnovelc.2187N>Ap.Ser729Argp.S729RA6ND36protein_codingtolerated(0.5)benign(0)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FAM83GinsertionIn_Frame_Insnovelc.640_641insGCTGCATCATGTTATTTCAGAGCAGCCCATGCCp.Tyr214delinsCysCysIleMetLeuPheGlnSerSerProCysHisp.Y214delinsCCIMLFQSSPCHA6ND36protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FAM83GSNVMissense_Mutationc.932N>Cp.Ser311Thrp.S311TA6ND36protein_codingdeleterious(0.01)benign(0.26)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM83GSNVMissense_Mutationnovelc.483N>Gp.Ile161Metp.I161MA6ND36protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A8Q8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FAM83GinsertionFrame_Shift_Insnovelc.1356_1357insAATATCACTGCTGp.Ser453AsnfsTer42p.S453Nfs*42A6ND36protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
FAM83GinsertionFrame_Shift_Insnovelc.878_879insTCTCAGAp.Glu294LeufsTer6p.E294Lfs*6A6ND36protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FAM83GSNVMissense_Mutationnovelc.241C>Ap.Pro81Thrp.P81TA6ND36protein_codingtolerated(0.38)benign(0.171)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM83GSNVMissense_Mutationrs538347250c.2378N>Tp.Ser793Leup.S793LA6ND36protein_codingdeleterious(0.03)benign(0.005)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
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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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