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: FAM46B

Gene summary for FAM46B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM46B

Gene ID

115572

Gene nameterminal nucleotidyltransferase 5B
Gene AliasFAM46
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96A09


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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
115572FAM46BP1T-EHumanEsophagusESCC1.26e-096.50e-010.0875
115572FAM46BP2T-EHumanEsophagusESCC1.72e-059.76e-020.1177
115572FAM46BP4T-EHumanEsophagusESCC9.13e-072.71e-010.1323
115572FAM46BP5T-EHumanEsophagusESCC7.08e-093.94e-010.1327
115572FAM46BP8T-EHumanEsophagusESCC2.12e-06-3.04e-030.0889
115572FAM46BP10T-EHumanEsophagusESCC9.19e-06-6.56e-020.116
115572FAM46BP12T-EHumanEsophagusESCC9.49e-059.70e-020.1122
115572FAM46BP20T-EHumanEsophagusESCC7.39e-053.04e-010.1124
115572FAM46BP21T-EHumanEsophagusESCC7.83e-071.16e-010.1617
115572FAM46BP23T-EHumanEsophagusESCC3.34e-053.53e-010.108
115572FAM46BP26T-EHumanEsophagusESCC1.37e-02-5.76e-020.1276
115572FAM46BP31T-EHumanEsophagusESCC2.45e-072.58e-010.1251
115572FAM46BP32T-EHumanEsophagusESCC1.35e-03-5.51e-020.1666
115572FAM46BP37T-EHumanEsophagusESCC1.58e-052.60e-020.1371
115572FAM46BP47T-EHumanEsophagusESCC2.07e-071.79e-010.1067
115572FAM46BP48T-EHumanEsophagusESCC5.82e-07-2.26e-020.0959
115572FAM46BP52T-EHumanEsophagusESCC9.00e-153.55e-010.1555
115572FAM46BP54T-EHumanEsophagusESCC7.00e-135.51e-010.0975
115572FAM46BP57T-EHumanEsophagusESCC1.11e-135.72e-010.0926
115572FAM46BP62T-EHumanEsophagusESCC1.49e-032.29e-010.1302
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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
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
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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
FAM46BSNVMissense_Mutationnovelc.616N>Cp.Asp206Hisp.D206HQ96A09protein_codingtolerated(0.06)probably_damaging(0.98)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
FAM46BSNVMissense_Mutationnovelc.1085N>Ap.Arg362Hisp.R362HQ96A09protein_codingdeleterious(0.03)probably_damaging(1)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
FAM46BSNVMissense_Mutationrs750538687c.871N>Tp.Arg291Trpp.R291WQ96A09protein_codingdeleterious(0)probably_damaging(0.992)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
FAM46BSNVMissense_Mutationc.214N>Ap.Gly72Argp.G72RQ96A09protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM46BSNVMissense_Mutationc.511N>Cp.Glu171Glnp.E171QQ96A09protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6899-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
FAM46BSNVMissense_Mutationc.218N>Ap.Arg73Hisp.R73HQ96A09protein_codingdeleterious(0)probably_damaging(0.954)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM46BSNVMissense_Mutationc.1186G>Ap.Asp396Asnp.D396NQ96A09protein_codingtolerated(0.31)benign(0.04)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAM46BSNVMissense_Mutationc.176G>Ap.Arg59Glnp.R59QQ96A09protein_codingdeleterious(0.05)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM46BSNVMissense_Mutationc.620N>Gp.Ser207Trpp.S207WQ96A09protein_codingdeleterious(0)probably_damaging(0.995)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM46BSNVMissense_Mutationrs749677149c.547G>Ap.Asp183Asnp.D183NQ96A09protein_codingdeleterious(0.04)probably_damaging(0.981)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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