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: FAM46C

Gene summary for FAM46C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM46C

Gene ID

54855

Gene nameterminal nucleotidyltransferase 5C
Gene AliasFAM46C
Cytomap1p12
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

Q5VWP2


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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
54855FAM46CP1T-EHumanEsophagusESCC1.59e-021.70e-010.0875
54855FAM46CP2T-EHumanEsophagusESCC5.58e-092.64e-010.1177
54855FAM46CP4T-EHumanEsophagusESCC7.85e-041.21e-010.1323
54855FAM46CP5T-EHumanEsophagusESCC2.90e-03-2.10e-020.1327
54855FAM46CP8T-EHumanEsophagusESCC2.16e-142.54e-010.0889
54855FAM46CP10T-EHumanEsophagusESCC2.17e-071.22e-020.116
54855FAM46CP11T-EHumanEsophagusESCC5.89e-095.98e-010.1426
54855FAM46CP12T-EHumanEsophagusESCC6.02e-079.88e-020.1122
54855FAM46CP15T-EHumanEsophagusESCC1.61e-049.52e-020.1149
54855FAM46CP16T-EHumanEsophagusESCC3.83e-062.33e-020.1153
54855FAM46CP20T-EHumanEsophagusESCC1.27e-041.60e-010.1124
54855FAM46CP21T-EHumanEsophagusESCC8.51e-074.83e-020.1617
54855FAM46CP23T-EHumanEsophagusESCC6.71e-051.41e-010.108
54855FAM46CP24T-EHumanEsophagusESCC2.99e-03-2.59e-020.1287
54855FAM46CP26T-EHumanEsophagusESCC1.13e-073.82e-020.1276
54855FAM46CP27T-EHumanEsophagusESCC2.19e-033.59e-020.1055
54855FAM46CP28T-EHumanEsophagusESCC2.43e-03-1.98e-020.1149
54855FAM46CP31T-EHumanEsophagusESCC1.72e-116.05e-020.1251
54855FAM46CP32T-EHumanEsophagusESCC4.90e-02-7.81e-020.1666
54855FAM46CP39T-EHumanEsophagusESCC4.82e-03-1.58e-020.0894
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
FAM46CSNVMissense_Mutationrs775789017c.931C>Tp.Arg311Cysp.R311CQ5VWP2protein_codingdeleterious(0)benign(0.003)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FAM46CSNVMissense_Mutationc.582N>Gp.Phe194Leup.F194LQ5VWP2protein_codingtolerated(0.1)benign(0.042)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM46CinsertionFrame_Shift_Insnovelc.976_977insAAATCAGAGGCGGGGGACTTCTCAAGTACAGCAACCTTCTTp.Arg326GlnfsTer19p.R326Qfs*19Q5VWP2protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
FAM46CinsertionNonsense_Mutationnovelc.121_122insAATGAAACACp.Phe41Terp.F41*Q5VWP2protein_codingTCGA-BH-A0DP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
FAM46CSNVMissense_Mutationnovelc.787N>Cp.Ile263Leup.I263LQ5VWP2protein_codingtolerated(0.08)benign(0.007)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM46CSNVMissense_Mutationrs779467652c.758N>Ap.Arg253Glnp.R253QQ5VWP2protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-AZ-6603-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM46CSNVMissense_Mutationrs764287568c.946G>Ap.Glu316Lysp.E316KQ5VWP2protein_codingtolerated(0.05)probably_damaging(0.989)TCGA-DM-A28E-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM46CSNVMissense_Mutationrs773285739c.1087G>Ap.Val363Ilep.V363IQ5VWP2protein_codingtolerated(0.26)possibly_damaging(0.685)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
FAM46CSNVMissense_Mutationnovelc.337N>Ap.Leu113Metp.L113MQ5VWP2protein_codingtolerated(0.05)possibly_damaging(0.825)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM46CSNVMissense_Mutationnovelc.1129N>Tp.Pro377Serp.P377SQ5VWP2protein_codingtolerated(0.39)benign(0)TCGA-AJ-A8CT-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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