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: FAM3B

Gene summary for FAM3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM3B

Gene ID

54097

Gene nameFAM3 metabolism regulating signaling molecule B
Gene Alias2-21
Cytomap21q22.3
Gene Typeprotein-coding
GO ID

GO:0002790

UniProtAcc

P58499


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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
54097FAM3BHTA11_1938_2000001011HumanColorectumAD5.34e-134.12e-01-0.0811
54097FAM3BHTA11_78_2000001011HumanColorectumAD8.27e-042.13e-01-0.1088
54097FAM3BHTA11_83_2000001011HumanColorectumSER2.22e-114.13e-01-0.1526
54097FAM3BHTA11_7663_2000001011HumanColorectumSER7.69e-085.14e-010.0131
54097FAM3BHTA11_6801_2000001011HumanColorectumSER5.16e-064.67e-010.0171
54097FAM3BHTA11_99999974143_84620HumanColorectumMSS2.36e-316.94e-010.3005
54097FAM3BLZE7THumanEsophagusESCC6.82e-033.22e-010.0667
54097FAM3BLZE22D1HumanEsophagusHGIN3.27e-074.98e-010.0595
54097FAM3BLZE22THumanEsophagusESCC9.22e-054.99e-010.068
54097FAM3BLZE24THumanEsophagusESCC1.95e-104.15e-010.0596
54097FAM3BLZE21THumanEsophagusESCC9.14e-034.58e-010.0655
54097FAM3BP1T-EHumanEsophagusESCC2.20e-089.13e-010.0875
54097FAM3BP4T-EHumanEsophagusESCC3.32e-214.97e-010.1323
54097FAM3BP8T-EHumanEsophagusESCC2.44e-306.93e-010.0889
54097FAM3BP9T-EHumanEsophagusESCC1.25e-02-2.13e-020.1131
54097FAM3BP10T-EHumanEsophagusESCC1.94e-03-1.06e-020.116
54097FAM3BP23T-EHumanEsophagusESCC9.34e-161.25e+000.108
54097FAM3BP26T-EHumanEsophagusESCC3.20e-073.29e-010.1276
54097FAM3BP27T-EHumanEsophagusESCC1.39e-661.43e+000.1055
54097FAM3BP28T-EHumanEsophagusESCC3.60e-521.24e+000.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:0033500ColorectumADcarbohydrate homeostasis84/3918259/187239.10e-062.15e-0484
GO:0042593ColorectumADglucose homeostasis83/3918258/187231.44e-053.11e-0483
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
GO:0030073ColorectumADinsulin secretion61/3918195/187234.28e-044.81e-0361
GO:0015833ColorectumADpeptide transport77/3918264/187238.90e-048.60e-0377
GO:0030072ColorectumADpeptide hormone secretion68/3918236/187232.39e-031.85e-0268
GO:0002790ColorectumADpeptide secretion69/3918242/187232.97e-032.22e-0269
GO:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:00093061ColorectumSERprotein secretion79/2897359/187235.99e-048.19e-0379
GO:00355921ColorectumSERestablishment of protein localization to extracellular region79/2897360/187236.54e-048.77e-0379
GO:00716921ColorectumSERprotein localization to extracellular region80/2897368/187238.13e-041.01e-0280
GO:00300731ColorectumSERinsulin secretion46/2897195/187231.86e-031.90e-0246
GO:00425931ColorectumSERglucose homeostasis57/2897258/187232.92e-032.59e-0257
GO:00158331ColorectumSERpeptide transport58/2897264/187233.08e-032.70e-0258
GO:00335001ColorectumSERcarbohydrate homeostasis57/2897259/187233.20e-032.76e-0257
GO:00335002ColorectumMSScarbohydrate homeostasis76/3467259/187231.37e-053.14e-0476
GO:00425932ColorectumMSSglucose homeostasis75/3467258/187232.22e-054.69e-0475
GO:00093062ColorectumMSSprotein secretion98/3467359/187232.43e-055.09e-0498
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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
FAM3BSNVMissense_Mutationnovelc.700N>Gp.Arg234Glyp.R234GP58499protein_codingtolerated_low_confidence(0.3)benign(0.007)TCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM3BinsertionNonsense_Mutationnovelc.527_528insACCAGAATAGGAGAAAGTAGGTCATTTTGCTAGACTp.Ser176delinsArgProGluTerGluLysValGlyHisPheAlaArgLeup.S176delinsRPE*EKVGHFARLP58499protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM3BSNVMissense_Mutationnovelc.644N>Gp.Asn215Serp.N215SP58499protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-VS-A9V0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FAM3BSNVMissense_Mutationrs369029304c.293T>Cp.Met98Thrp.M98TP58499protein_codingtolerated(0.16)benign(0.044)TCGA-A6-2680-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM3BSNVMissense_Mutationc.142N>Tp.Gly48Trpp.G48WP58499protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM3BSNVMissense_Mutationc.329A>Gp.Asn110Serp.N110SP58499protein_codingdeleterious(0.02)probably_damaging(0.979)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM3BSNVMissense_Mutationc.434C>Tp.Ala145Valp.A145VP58499protein_codingtolerated(0.08)benign(0.031)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FAM3BSNVMissense_Mutationrs556115707c.262N>Ap.Ala88Thrp.A88TP58499protein_codingdeleterious(0.03)probably_damaging(0.976)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
FAM3BSNVMissense_Mutationnovelc.101N>Gp.Asp34Glyp.D34GP58499protein_codingdeleterious(0.04)benign(0.153)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FAM3BSNVMissense_Mutationrs750575195c.509N>Tp.Ala170Valp.A170VP58499protein_codingtolerated(0.55)benign(0.013)TCGA-EY-A548-01Endometriumuterine 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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