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: FAM20B

Gene summary for FAM20B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM20B

Gene ID

9917

Gene nameFAM20B glycosaminoglycan xylosylkinase
Gene Aliasgxk1
Cytomap1q25.2
Gene Typeprotein-coding
GO ID

GO:0006029

UniProtAcc

A0A024R918


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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
9917FAM20BLZE2THumanEsophagusESCC6.68e-064.98e-010.082
9917FAM20BLZE4THumanEsophagusESCC2.16e-041.23e-010.0811
9917FAM20BLZE7THumanEsophagusESCC9.25e-032.41e-010.0667
9917FAM20BLZE24THumanEsophagusESCC1.12e-04-3.26e-030.0596
9917FAM20BP2T-EHumanEsophagusESCC1.94e-059.50e-020.1177
9917FAM20BP4T-EHumanEsophagusESCC1.42e-107.36e-020.1323
9917FAM20BP5T-EHumanEsophagusESCC1.81e-033.34e-020.1327
9917FAM20BP8T-EHumanEsophagusESCC1.55e-111.18e-010.0889
9917FAM20BP9T-EHumanEsophagusESCC2.28e-122.17e-010.1131
9917FAM20BP10T-EHumanEsophagusESCC1.80e-108.90e-020.116
9917FAM20BP12T-EHumanEsophagusESCC6.28e-06-2.83e-020.1122
9917FAM20BP15T-EHumanEsophagusESCC4.88e-161.85e-010.1149
9917FAM20BP16T-EHumanEsophagusESCC7.36e-084.71e-020.1153
9917FAM20BP17T-EHumanEsophagusESCC9.14e-048.07e-020.1278
9917FAM20BP20T-EHumanEsophagusESCC6.68e-04-1.70e-030.1124
9917FAM20BP21T-EHumanEsophagusESCC7.51e-077.82e-020.1617
9917FAM20BP22T-EHumanEsophagusESCC2.89e-086.39e-020.1236
9917FAM20BP23T-EHumanEsophagusESCC3.77e-131.12e-010.108
9917FAM20BP26T-EHumanEsophagusESCC8.06e-095.13e-020.1276
9917FAM20BP27T-EHumanEsophagusESCC4.93e-051.11e-020.1055
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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
∗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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:0006029EsophagusESCCproteoglycan metabolic process48/855279/187234.93e-031.89e-0248
GO:0030166EsophagusESCCproteoglycan biosynthetic process35/855256/187238.30e-032.94e-0235
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
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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
FAM20BSNVMissense_Mutationc.592N>Ap.Tyr198Asnp.Y198NO75063protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
FAM20BSNVMissense_Mutationrs745360443c.386N>Ap.Arg129Glnp.R129QO75063protein_codingdeleterious(0.01)probably_damaging(0.953)TCGA-AR-A255-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
FAM20BSNVMissense_Mutationc.22G>Cp.Val8Leup.V8LO75063protein_codingtolerated(0.05)benign(0.156)TCGA-BH-A8FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM20BdeletionFrame_Shift_Delnovelc.1086delCp.Ile363SerfsTer18p.I363Sfs*18O75063protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FAM20BSNVMissense_Mutationrs752917401c.953N>Tp.Ser318Leup.S318LO75063protein_codingtolerated(0.64)benign(0)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM20BSNVMissense_Mutationrs772062570c.811C>Tp.Arg271Cysp.R271CO75063protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM20BSNVMissense_Mutationc.233C>Ap.Pro78Hisp.P78HO75063protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
FAM20BSNVMissense_Mutationrs764933820c.728G>Ap.Arg243Glnp.R243QO75063protein_codingtolerated(0.26)benign(0.42)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM20BSNVMissense_Mutationc.869G>Ap.Arg290Hisp.R290HO75063protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAM20BSNVMissense_Mutationc.274N>Ap.Ala92Thrp.A92TO75063protein_codingtolerated(0.31)benign(0)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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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