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: FAM83B

Gene summary for FAM83B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM83B

Gene ID

222584

Gene namefamily with sequence similarity 83 member B
Gene AliasC6orf143
Cytomap6p12.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q5T0W9


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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
222584FAM83BCA_HPV_1HumanCervixCC1.61e-02-1.33e-010.0264
222584FAM83BCA_HPV_3HumanCervixCC8.83e-091.96e-010.0414
222584FAM83BCCI_1HumanCervixCC2.89e-089.62e-010.528
222584FAM83BCCI_2HumanCervixCC3.05e-089.28e-010.5249
222584FAM83BCCI_3HumanCervixCC2.55e-086.95e-010.516
222584FAM83BHTA11_3410_2000001011HumanColorectumAD4.07e-06-3.94e-010.0155
222584FAM83BHTA11_3361_2000001011HumanColorectumAD3.91e-07-5.69e-01-0.1207
222584FAM83BHTA11_696_2000001011HumanColorectumAD2.21e-07-4.08e-01-0.1464
222584FAM83BHTA11_5212_2000001011HumanColorectumAD1.29e-03-6.05e-01-0.2061
222584FAM83BHTA11_866_3004761011HumanColorectumAD2.51e-05-4.09e-010.096
222584FAM83BHTA11_7696_3000711011HumanColorectumAD8.46e-04-3.59e-010.0674
222584FAM83BHTA11_99999970781_79442HumanColorectumMSS6.23e-24-6.33e-010.294
222584FAM83BHTA11_99999971662_82457HumanColorectumMSS1.18e-34-7.92e-010.3859
222584FAM83BHTA11_99999973899_84307HumanColorectumMSS3.31e-07-7.00e-010.2585
222584FAM83BHTA11_99999974143_84620HumanColorectumMSS4.78e-39-8.22e-010.3005
222584FAM83BA002-C-010HumanColorectumFAP2.74e-03-3.66e-010.242
222584FAM83BA001-C-207HumanColorectumFAP3.21e-10-5.60e-010.1278
222584FAM83BA015-C-203HumanColorectumFAP8.77e-38-6.66e-01-0.1294
222584FAM83BA015-C-204HumanColorectumFAP6.75e-08-4.81e-01-0.0228
222584FAM83BA014-C-040HumanColorectumFAP1.15e-09-8.28e-01-0.1184
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0038127ColorectumADERBB signaling pathway55/3918121/187231.19e-098.85e-0855
GO:0007173ColorectumADepidermal growth factor receptor signaling pathway50/3918108/187233.08e-092.07e-0750
GO:00071732ColorectumMSSepidermal growth factor receptor signaling pathway43/3467108/187231.92e-078.31e-0643
GO:00381272ColorectumMSSERBB signaling pathway46/3467121/187233.63e-071.45e-0546
GO:00071734ColorectumFAPepidermal growth factor receptor signaling pathway42/2622108/187231.29e-103.77e-0842
GO:00381274ColorectumFAPERBB signaling pathway45/2622121/187231.64e-104.38e-0845
GO:00071735ColorectumCRCepidermal growth factor receptor signaling pathway39/2078108/187236.90e-125.90e-0939
GO:00381275ColorectumCRCERBB signaling pathway41/2078121/187232.12e-111.59e-0841
GO:003812717EsophagusHGINERBB signaling pathway29/2587121/187231.83e-031.97e-0229
GO:000717317EsophagusHGINepidermal growth factor receptor signaling pathway25/2587108/187235.87e-034.77e-0225
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:003812719SkinAKERBB signaling pathway29/1910121/187239.23e-061.98e-0429
GO:000717319SkinAKepidermal growth factor receptor signaling pathway25/1910108/187236.89e-051.00e-0325
GO:0007173110SkinSCCISepidermal growth factor receptor signaling pathway18/919108/187234.95e-062.05e-0418
GO:0038127110SkinSCCISERBB signaling pathway19/919121/187236.72e-062.64e-0419
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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
FAM83BSNVMissense_Mutationnovelc.61N>Ap.Glu21Lysp.E21KQ5T0W9protein_codingdeleterious(0.01)possibly_damaging(0.9)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
FAM83BSNVMissense_Mutationc.593N>Tp.Ser198Leup.S198LQ5T0W9protein_codingdeleterious(0)benign(0.038)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
FAM83BSNVMissense_Mutationc.821G>Tp.Arg274Ilep.R274IQ5T0W9protein_codingdeleterious(0)possibly_damaging(0.858)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM83BSNVMissense_Mutationnovelc.1956G>Tp.Lys652Asnp.K652NQ5T0W9protein_codingdeleterious(0.04)benign(0.019)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM83BSNVMissense_Mutationnovelc.2365C>Ap.Leu789Ilep.L789IQ5T0W9protein_codingtolerated(0.21)benign(0.045)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM83BSNVMissense_Mutationc.2654C>Tp.Ser885Phep.S885FQ5T0W9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
FAM83BSNVMissense_Mutationc.1285N>Cp.Ser429Prop.S429PQ5T0W9protein_codingtolerated(0.19)benign(0.276)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM83BinsertionFrame_Shift_Insnovelc.2979_2980insTCCTp.Asn994SerfsTer2p.N994Sfs*2Q5T0W9protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM83BinsertionNonsense_Mutationnovelc.2980_2981insCTTAAATGATCATTCAGAAGCTp.Asn994ThrfsTer2p.N994Tfs*2Q5T0W9protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM83BinsertionFrame_Shift_Insnovelc.2726_2727insCATGGp.Glu909AspfsTer52p.E909Dfs*52Q5T0W9protein_codingTCGA-AN-A0AS-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
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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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