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: FYTTD1

Gene summary for FYTTD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FYTTD1

Gene ID

84248

Gene nameforty-two-three domain containing 1
Gene AliasUIF
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0006403

UniProtAcc

Q96QD9


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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
84248FYTTD1P44T-EHumanEsophagusESCC7.12e-184.64e-010.1096
84248FYTTD1P47T-EHumanEsophagusESCC2.74e-257.11e-010.1067
84248FYTTD1P48T-EHumanEsophagusESCC4.51e-195.23e-010.0959
84248FYTTD1P49T-EHumanEsophagusESCC4.95e-261.85e+000.1768
84248FYTTD1P52T-EHumanEsophagusESCC5.28e-329.64e-010.1555
84248FYTTD1P54T-EHumanEsophagusESCC4.25e-224.86e-010.0975
84248FYTTD1P56T-EHumanEsophagusESCC5.90e-141.37e+000.1613
84248FYTTD1P57T-EHumanEsophagusESCC7.13e-124.10e-010.0926
84248FYTTD1P61T-EHumanEsophagusESCC4.10e-225.27e-010.099
84248FYTTD1P62T-EHumanEsophagusESCC2.18e-811.29e+000.1302
84248FYTTD1P65T-EHumanEsophagusESCC2.62e-253.96e-010.0978
84248FYTTD1P74T-EHumanEsophagusESCC1.40e-551.44e+000.1479
84248FYTTD1P75T-EHumanEsophagusESCC3.59e-298.00e-010.1125
84248FYTTD1P76T-EHumanEsophagusESCC2.70e-236.04e-010.1207
84248FYTTD1P79T-EHumanEsophagusESCC2.92e-468.85e-010.1154
84248FYTTD1P80T-EHumanEsophagusESCC4.46e-602.04e+000.155
84248FYTTD1P82T-EHumanEsophagusESCC7.57e-137.60e-010.1072
84248FYTTD1P83T-EHumanEsophagusESCC1.34e-651.83e+000.1738
84248FYTTD1P84T-EHumanEsophagusESCC7.23e-066.13e-010.0933
84248FYTTD1P89T-EHumanEsophagusESCC1.08e-149.12e-010.1752
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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
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
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:0006403110EsophagusESCCRNA localization166/8552201/187231.95e-276.18e-25166
GO:005123617EsophagusESCCestablishment of RNA localization134/8552166/187231.23e-201.81e-18134
GO:0051168110EsophagusESCCnuclear export126/8552154/187231.88e-202.65e-18126
GO:005102815EsophagusESCCmRNA transport110/8552130/187232.76e-203.80e-18110
GO:005065717EsophagusESCCnucleic acid transport131/8552163/187236.94e-208.46e-18131
GO:005065817EsophagusESCCRNA transport131/8552163/187236.94e-208.46e-18131
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:007116612EsophagusESCCribonucleoprotein complex localization66/855277/187232.94e-131.38e-1166
GO:007142612EsophagusESCCribonucleoprotein complex export from nucleus65/855276/187235.56e-132.50e-1165
GO:000640512EsophagusESCCRNA export from nucleus68/855284/187232.99e-111.01e-0968
GO:00064064EsophagusESCCmRNA export from nucleus51/855259/187237.98e-112.47e-0951
GO:00714274EsophagusESCCmRNA-containing ribonucleoprotein complex export from nucleus51/855259/187237.98e-112.47e-0951
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:000640312LiverCirrhoticRNA localization94/4634201/187238.57e-125.66e-1094
GO:000691312LiverCirrhoticnucleocytoplasmic transport118/4634301/187231.71e-086.27e-07118
GO:005116912LiverCirrhoticnuclear transport118/4634301/187231.71e-086.27e-07118
GO:005123611LiverCirrhoticestablishment of RNA localization71/4634166/187232.56e-076.41e-0671
GO:005116812LiverCirrhoticnuclear export67/4634154/187232.57e-076.41e-0667
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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
FYTTD1SNVMissense_Mutationc.125N>Ap.Arg42Glnp.R42QQ96QD9protein_codingdeleterious(0.05)benign(0.207)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FYTTD1SNVMissense_Mutationc.218N>Ap.Gly73Glup.G73EQ96QD9protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FYTTD1SNVMissense_Mutationc.187N>Ap.Ala63Thrp.A63TQ96QD9protein_codingtolerated(0.63)benign(0.007)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FYTTD1SNVMissense_Mutationrs779562426c.746N>Ap.Arg249Glnp.R249QQ96QD9protein_codingtolerated(0.12)probably_damaging(0.992)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FYTTD1SNVMissense_Mutationc.880N>Tp.Arg294Trpp.R294WQ96QD9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FYTTD1SNVMissense_Mutationc.228N>Tp.Gln76Hisp.Q76HQ96QD9protein_codingdeleterious(0.01)possibly_damaging(0.9)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
FYTTD1SNVMissense_Mutationnovelc.586N>Tp.Gly196Cysp.G196CQ96QD9protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FYTTD1SNVMissense_Mutationc.125G>Ap.Arg42Glnp.R42QQ96QD9protein_codingdeleterious(0.05)benign(0.207)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
FYTTD1SNVMissense_Mutationc.285G>Tp.Lys95Asnp.K95NQ96QD9protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
FYTTD1SNVMissense_Mutationc.647N>Tp.Arg216Ilep.R216IQ96QD9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A0J0-01Endometriumuterine 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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