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: FAM83F

Gene summary for FAM83F

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM83F

Gene ID

113828

Gene namefamily with sequence similarity 83 member F
Gene AliasFAM83F
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q8NEG4


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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
113828FAM83FLZE2THumanEsophagusESCC2.19e-022.47e-010.082
113828FAM83FLZE4THumanEsophagusESCC8.28e-044.93e-020.0811
113828FAM83FLZE7THumanEsophagusESCC3.76e-041.53e-010.0667
113828FAM83FLZE24THumanEsophagusESCC1.75e-118.16e-020.0596
113828FAM83FLZE21THumanEsophagusESCC5.15e-031.21e-010.0655
113828FAM83FP1T-EHumanEsophagusESCC7.83e-042.52e-010.0875
113828FAM83FP2T-EHumanEsophagusESCC1.55e-111.20e-010.1177
113828FAM83FP4T-EHumanEsophagusESCC3.08e-255.68e-010.1323
113828FAM83FP5T-EHumanEsophagusESCC3.69e-067.57e-020.1327
113828FAM83FP8T-EHumanEsophagusESCC4.09e-071.84e-010.0889
113828FAM83FP9T-EHumanEsophagusESCC3.76e-091.73e-010.1131
113828FAM83FP10T-EHumanEsophagusESCC3.15e-035.42e-020.116
113828FAM83FP12T-EHumanEsophagusESCC1.29e-038.87e-020.1122
113828FAM83FP15T-EHumanEsophagusESCC1.06e-141.81e-010.1149
113828FAM83FP16T-EHumanEsophagusESCC3.61e-145.05e-020.1153
113828FAM83FP20T-EHumanEsophagusESCC2.21e-119.81e-020.1124
113828FAM83FP21T-EHumanEsophagusESCC2.09e-122.76e-010.1617
113828FAM83FP22T-EHumanEsophagusESCC5.65e-162.64e-010.1236
113828FAM83FP23T-EHumanEsophagusESCC2.08e-163.83e-010.108
113828FAM83FP24T-EHumanEsophagusESCC5.80e-087.53e-020.1287
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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
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
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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
FAM83FSNVMissense_Mutationc.592N>Ap.Glu198Lysp.E198KQ8NEG4protein_codingdeleterious(0.04)benign(0.027)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM83FSNVMissense_Mutationc.805G>Tp.Asp269Tyrp.D269YQ8NEG4protein_codingdeleterious(0)probably_damaging(0.962)TCGA-BH-A1FR-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
FAM83FSNVMissense_Mutationc.947C>Tp.Ser316Phep.S316FQ8NEG4protein_codingdeleterious(0)possibly_damaging(0.456)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
FAM83FSNVMissense_Mutationc.1472N>Ap.Ser491Tyrp.S491YQ8NEG4protein_codingdeleterious_low_confidence(0.01)benign(0.102)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
FAM83FinsertionFrame_Shift_Insnovelc.540_541insCCCAAAGAGAAAGGGAGAGAGACAGACAAAATp.Ile181ProfsTer32p.I181Pfs*32Q8NEG4protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
FAM83FSNVMissense_Mutationrs762810344c.497C>Ap.Ala166Aspp.A166DQ8NEG4protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM83FSNVMissense_Mutationrs567145342c.1303G>Ap.Ala435Thrp.A435TQ8NEG4protein_codingtolerated_low_confidence(0.07)benign(0.063)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM83FSNVMissense_Mutationc.1085N>Tp.Ala362Valp.A362VQ8NEG4protein_codingtolerated(0.09)benign(0.006)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM83FSNVMissense_Mutationnovelc.1157N>Ap.Pro386Hisp.P386HQ8NEG4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM83FSNVMissense_Mutationc.827N>Gp.Leu276Argp.L276RQ8NEG4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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