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: FAM50B

Gene summary for FAM50B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM50B

Gene ID

26240

Gene namefamily with sequence similarity 50 member B
Gene AliasD6S2654E
Cytomap6p25.2
Gene Typeprotein-coding
GO ID

GO:0006325

UniProtAcc

A0A024QZY3


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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
26240FAM50BP75T-EHumanEsophagusESCC3.50e-182.85e-010.1125
26240FAM50BP76T-EHumanEsophagusESCC2.45e-254.78e-010.1207
26240FAM50BP79T-EHumanEsophagusESCC2.93e-081.73e-010.1154
26240FAM50BP80T-EHumanEsophagusESCC1.49e-391.00e+000.155
26240FAM50BP83T-EHumanEsophagusESCC2.29e-337.79e-010.1738
26240FAM50BP89T-EHumanEsophagusESCC8.86e-104.27e-010.1752
26240FAM50BP107T-EHumanEsophagusESCC2.02e-153.47e-010.171
26240FAM50BP127T-EHumanEsophagusESCC1.55e-051.27e-010.0826
26240FAM50BP128T-EHumanEsophagusESCC1.31e-175.35e-010.1241
26240FAM50BP130T-EHumanEsophagusESCC4.44e-571.32e+000.1676
26240FAM50BHCC1_MengHumanLiverHCC6.32e-597.94e-020.0246
26240FAM50BHCC2_MengHumanLiverHCC1.90e-187.15e-020.0107
26240FAM50BHCC1HumanLiverHCC5.41e-062.62e+000.5336
26240FAM50BHCC2HumanLiverHCC3.60e-113.66e+000.5341
26240FAM50BS014HumanLiverHCC2.76e-117.31e-010.2254
26240FAM50BS015HumanLiverHCC5.28e-149.19e-010.2375
26240FAM50BS016HumanLiverHCC2.81e-251.06e+000.2243
26240FAM50BS028HumanLiverHCC2.99e-064.25e-010.2503
26240FAM50BS029HumanLiverHCC1.19e-064.48e-010.2581
26240FAM50BC21HumanOral cavityOSCC1.44e-227.88e-010.2678
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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
∗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:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
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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
FAM50BSNVMissense_Mutationc.820N>Ap.Val274Metp.V274MQ9Y247protein_codingdeleterious(0)probably_damaging(0.977)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
FAM50BSNVMissense_Mutationc.686C>Tp.Ser229Phep.S229FQ9Y247protein_codingdeleterious(0.01)possibly_damaging(0.866)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
FAM50BdeletionFrame_Shift_Delnovelc.596_612delGCACGGTGCGGGTGCGCp.Arg199GlnfsTer69p.R199Qfs*69Q9Y247protein_codingTCGA-C5-A7CG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM50BSNVMissense_Mutationrs748727501c.773N>Tp.Ala258Valp.A258VQ9Y247protein_codingdeleterious(0)possibly_damaging(0.73)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM50BSNVMissense_Mutationrs770945816c.314N>Ap.Arg105Glnp.R105QQ9Y247protein_codingtolerated(0.13)benign(0.227)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
FAM50BSNVMissense_Mutationrs768080374c.415G>Ap.Ala139Thrp.A139TQ9Y247protein_codingtolerated(0.19)benign(0.028)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
FAM50BSNVMissense_Mutationc.411N>Cp.Arg137Serp.R137SQ9Y247protein_codingtolerated(0.72)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM50BSNVMissense_Mutationc.592C>Tp.Arg198Trpp.R198WQ9Y247protein_codingdeleterious(0)probably_damaging(1)TCGA-D5-5540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM50BSNVMissense_Mutationc.860N>Tp.Ser287Leup.S287LQ9Y247protein_codingdeleterious(0)probably_damaging(0.996)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM50BSNVMissense_Mutationc.883N>Tp.Arg295Cysp.R295CQ9Y247protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A01W-01Colorectumrectum adenocarcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
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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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