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: FAM217B

Gene summary for FAM217B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM217B

Gene ID

63939

Gene namefamily with sequence similarity 217 member B
Gene AliasC20orf177
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NTX9


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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
63939FAM217BLZE4THumanEsophagusESCC7.55e-083.38e-010.0811
63939FAM217BLZE7THumanEsophagusESCC3.60e-064.67e-010.0667
63939FAM217BLZE24THumanEsophagusESCC2.56e-041.88e-010.0596
63939FAM217BP1T-EHumanEsophagusESCC3.05e-032.35e-010.0875
63939FAM217BP2T-EHumanEsophagusESCC4.41e-275.20e-010.1177
63939FAM217BP4T-EHumanEsophagusESCC2.18e-081.72e-010.1323
63939FAM217BP5T-EHumanEsophagusESCC1.00e-122.58e-010.1327
63939FAM217BP8T-EHumanEsophagusESCC1.32e-051.55e-010.0889
63939FAM217BP9T-EHumanEsophagusESCC2.08e-102.90e-010.1131
63939FAM217BP10T-EHumanEsophagusESCC2.57e-295.27e-010.116
63939FAM217BP11T-EHumanEsophagusESCC9.29e-063.52e-010.1426
63939FAM217BP12T-EHumanEsophagusESCC4.53e-519.53e-010.1122
63939FAM217BP15T-EHumanEsophagusESCC4.46e-204.79e-010.1149
63939FAM217BP16T-EHumanEsophagusESCC1.69e-366.33e-010.1153
63939FAM217BP17T-EHumanEsophagusESCC1.09e-093.91e-010.1278
63939FAM217BP19T-EHumanEsophagusESCC9.65e-043.51e-010.1662
63939FAM217BP20T-EHumanEsophagusESCC3.28e-153.77e-010.1124
63939FAM217BP21T-EHumanEsophagusESCC1.00e-266.17e-010.1617
63939FAM217BP22T-EHumanEsophagusESCC6.29e-243.72e-010.1236
63939FAM217BP23T-EHumanEsophagusESCC7.73e-235.64e-010.108
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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
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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
FAM217BSNVMissense_Mutationnovelc.475N>Tp.Ala159Serp.A159SQ9NTX9protein_codingdeleterious(0.01)possibly_damaging(0.783)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
FAM217BSNVMissense_Mutationc.1081N>Tp.His361Tyrp.H361YQ9NTX9protein_codingtolerated(1)benign(0.001)TCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
FAM217BSNVMissense_Mutationc.122C>Ap.Thr41Asnp.T41NQ9NTX9protein_codingtolerated(0.08)benign(0.025)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
FAM217BSNVMissense_Mutationc.42G>Tp.Lys14Asnp.K14NQ9NTX9protein_codingdeleterious(0)possibly_damaging(0.803)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
FAM217BinsertionNonsense_Mutationnovelc.330_331insTTCTGGCAGTTGTTAGCAGAATTATAATTTTGAGTAAGTCCTTTp.Thr111PhefsTer9p.T111Ffs*9Q9NTX9protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM217BSNVMissense_Mutationc.382G>Ap.Asp128Asnp.D128NQ9NTX9protein_codingtolerated(0.12)possibly_damaging(0.503)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
FAM217BSNVMissense_Mutationc.268N>Tp.Asp90Tyrp.D90YQ9NTX9protein_codingdeleterious(0)probably_damaging(0.983)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FAM217BSNVMissense_Mutationc.1101N>Cp.Glu367Aspp.E367DQ9NTX9protein_codingtolerated(0.3)benign(0.136)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM217BSNVMissense_Mutationc.1069N>Ap.Glu357Lysp.E357KQ9NTX9protein_codingdeleterious(0.01)benign(0.023)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM217BSNVMissense_Mutationc.586N>Ap.Val196Ilep.V196IQ9NTX9protein_codingtolerated(0.15)benign(0.038)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
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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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