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: FTSJ3

Gene summary for FTSJ3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FTSJ3

Gene ID

117246

Gene nameFtsJ RNA 2'-O-methyltransferase 3
Gene AliasEPCS3
Cytomap17q23.3
Gene Typeprotein-coding
GO ID

GO:0000154

UniProtAcc

Q8IY81


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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
117246FTSJ3P128T-EHumanEsophagusESCC3.54e-431.19e+000.1241
117246FTSJ3P130T-EHumanEsophagusESCC1.54e-479.98e-010.1676
117246FTSJ3HCC1_MengHumanLiverHCC6.72e-496.26e-020.0246
117246FTSJ3HCC2_MengHumanLiverHCC4.53e-111.97e-020.0107
117246FTSJ3HCC1HumanLiverHCC2.53e-043.33e+000.5336
117246FTSJ3HCC2HumanLiverHCC3.28e-113.48e+000.5341
117246FTSJ3S014HumanLiverHCC1.12e-207.59e-010.2254
117246FTSJ3S015HumanLiverHCC8.07e-127.61e-010.2375
117246FTSJ3S016HumanLiverHCC7.57e-187.46e-010.2243
117246FTSJ3S027HumanLiverHCC1.24e-078.86e-010.2446
117246FTSJ3S028HumanLiverHCC2.36e-219.15e-010.2503
117246FTSJ3S029HumanLiverHCC1.04e-168.28e-010.2581
117246FTSJ3C04HumanOral cavityOSCC2.23e-094.70e-010.2633
117246FTSJ3C21HumanOral cavityOSCC2.58e-257.70e-010.2678
117246FTSJ3C30HumanOral cavityOSCC2.08e-371.35e+000.3055
117246FTSJ3C38HumanOral cavityOSCC3.34e-048.11e-010.172
117246FTSJ3C43HumanOral cavityOSCC1.87e-255.40e-010.1704
117246FTSJ3C46HumanOral cavityOSCC1.59e-154.57e-010.1673
117246FTSJ3C51HumanOral cavityOSCC1.21e-126.04e-010.2674
117246FTSJ3C57HumanOral cavityOSCC6.01e-032.32e-010.1679
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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
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
GO:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:0006364110EsophagusESCCrRNA processing189/8552225/187234.88e-333.87e-30189
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0042273111EsophagusESCCribosomal large subunit biogenesis65/855272/187231.53e-159.82e-1465
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:000047016EsophagusESCCmaturation of LSU-rRNA27/855228/187239.94e-092.00e-0727
GO:00004603EsophagusESCCmaturation of 5.8S rRNA30/855235/187231.07e-061.34e-0530
GO:00015101EsophagusESCCRNA methylation58/855283/187236.87e-066.94e-0558
GO:00004634EsophagusESCCmaturation of LSU-rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)15/855215/187237.81e-067.69e-0515
GO:00004663EsophagusESCCmaturation of 5.8S rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)21/855224/187232.57e-052.17e-0421
GO:0000154EsophagusESCCrRNA modification26/855237/187232.16e-039.62e-0326
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:001607212LiverHCCrRNA metabolic process193/7958236/187231.26e-351.14e-32193
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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
FTSJ3SNVMissense_Mutationrs148527553c.1426N>Cp.Glu476Glnp.E476QQ8IY81protein_codingdeleterious(0.02)benign(0.177)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
FTSJ3SNVMissense_Mutationnovelc.2069N>Gp.Asn690Serp.N690SQ8IY81protein_codingtolerated(0.14)benign(0.001)TCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FTSJ3SNVMissense_Mutationc.1871N>Tp.Ser624Ilep.S624IQ8IY81protein_codingtolerated(0.12)probably_damaging(0.925)TCGA-A2-A1G1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FTSJ3SNVMissense_Mutationrs776780004c.2348N>Ap.Arg783Glnp.R783QQ8IY81protein_codingtolerated(0.07)benign(0.02)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
FTSJ3SNVMissense_Mutationc.1019N>Cp.Asp340Alap.D340AQ8IY81protein_codingtolerated(0.09)benign(0.089)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FTSJ3SNVMissense_Mutationc.1804G>Cp.Glu602Glnp.E602QQ8IY81protein_codingtolerated(0.27)benign(0.01)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FTSJ3SNVMissense_Mutationc.431N>Gp.Ala144Glyp.A144GQ8IY81protein_codingdeleterious(0.03)possibly_damaging(0.651)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
FTSJ3SNVMissense_Mutationc.2382N>Cp.Glu794Aspp.E794DQ8IY81protein_codingtolerated(0.08)probably_damaging(0.967)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FTSJ3SNVMissense_Mutationnovelc.1454A>Gp.Gln485Argp.Q485RQ8IY81protein_codingtolerated(0.19)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
FTSJ3insertionIn_Frame_Insnovelc.1086_1087insACACAGGCTCAGGTTTCCTTCCCAGCTCTACCACCTGGAGCTp.Glu362_Glu363insThrGlnAlaGlnValSerPheProAlaLeuProProGlyAlap.E362_E363insTQAQVSFPALPPGAQ8IY81protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
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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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