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: FASTKD3

Gene summary for FASTKD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FASTKD3

Gene ID

79072

Gene nameFAST kinase domains 3
Gene AliasFASTKD3
Cytomap5p15.31
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q14CZ7


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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
79072FASTKD3P2T-EHumanEsophagusESCC1.31e-039.17e-020.1177
79072FASTKD3P4T-EHumanEsophagusESCC1.27e-121.89e-010.1323
79072FASTKD3P5T-EHumanEsophagusESCC6.50e-061.55e-010.1327
79072FASTKD3P8T-EHumanEsophagusESCC2.92e-123.14e-010.0889
79072FASTKD3P10T-EHumanEsophagusESCC3.82e-051.64e-010.116
79072FASTKD3P12T-EHumanEsophagusESCC2.19e-081.76e-010.1122
79072FASTKD3P15T-EHumanEsophagusESCC8.85e-059.67e-020.1149
79072FASTKD3P20T-EHumanEsophagusESCC7.91e-081.57e-010.1124
79072FASTKD3P21T-EHumanEsophagusESCC2.37e-051.21e-010.1617
79072FASTKD3P22T-EHumanEsophagusESCC3.62e-036.47e-020.1236
79072FASTKD3P23T-EHumanEsophagusESCC1.72e-101.80e-010.108
79072FASTKD3P26T-EHumanEsophagusESCC1.42e-051.41e-010.1276
79072FASTKD3P27T-EHumanEsophagusESCC1.29e-071.67e-010.1055
79072FASTKD3P28T-EHumanEsophagusESCC5.34e-071.62e-010.1149
79072FASTKD3P30T-EHumanEsophagusESCC3.15e-021.68e-010.137
79072FASTKD3P31T-EHumanEsophagusESCC6.37e-031.41e-010.1251
79072FASTKD3P32T-EHumanEsophagusESCC2.04e-204.60e-010.1666
79072FASTKD3P36T-EHumanEsophagusESCC5.11e-041.08e-010.1187
79072FASTKD3P37T-EHumanEsophagusESCC2.26e-041.29e-010.1371
79072FASTKD3P47T-EHumanEsophagusESCC3.25e-029.15e-020.1067
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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
∗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:1903311110EsophagusESCCregulation of mRNA metabolic process210/8552288/187233.25e-215.56e-19210
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0033108110EsophagusESCCmitochondrial respiratory chain complex assembly83/855293/187239.56e-191.05e-1683
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:003254314EsophagusESCCmitochondrial translation68/855276/187231.02e-156.86e-1468
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:0045727111EsophagusESCCpositive regulation of translation107/8552136/187232.79e-151.68e-13107
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:001700413EsophagusESCCcytochrome complex assembly34/855236/187235.08e-101.31e-0834
GO:006101319EsophagusESCCregulation of mRNA catabolic process115/8552166/187235.90e-101.49e-08115
GO:004348719EsophagusESCCregulation of RNA stability117/8552170/187237.91e-101.94e-08117
GO:004348819EsophagusESCCregulation of mRNA stability109/8552158/187232.40e-095.35e-08109
GO:000853512EsophagusESCCrespiratory chain complex IV assembly24/855226/187236.87e-078.99e-0624
GO:003361712EsophagusESCCmitochondrial cytochrome c oxidase assembly21/855222/187238.75e-071.13e-0521
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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
FASTKD3SNVMissense_Mutationc.341N>Tp.Glu114Valp.E114VQ14CZ7protein_codingdeleterious(0)possibly_damaging(0.844)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FASTKD3SNVMissense_Mutationc.550N>Ap.Ala184Thrp.A184TQ14CZ7protein_codingtolerated(0.05)possibly_damaging(0.827)TCGA-AN-A0XV-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FASTKD3SNVMissense_Mutationnovelc.1960C>Gp.Gln654Glup.Q654EQ14CZ7protein_codingdeleterious(0.02)benign(0.115)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FASTKD3SNVMissense_Mutationnovelc.1799G>Tp.Arg600Metp.R600MQ14CZ7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FASTKD3SNVMissense_Mutationc.550N>Ap.Ala184Thrp.A184TQ14CZ7protein_codingtolerated(0.05)possibly_damaging(0.827)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FASTKD3SNVMissense_Mutationc.1361N>Tp.Ser454Leup.S454LQ14CZ7protein_codingdeleterious(0.02)possibly_damaging(0.881)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FASTKD3SNVMissense_Mutationnovelc.1623N>Cp.Lys541Asnp.K541NQ14CZ7protein_codingtolerated(0.09)possibly_damaging(0.717)TCGA-VS-A8QH-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapygemcitabinePD
FASTKD3SNVMissense_Mutationc.1571C>Ap.Pro524Glnp.P524QQ14CZ7protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FASTKD3SNVMissense_Mutationnovelc.1067N>Gp.Glu356Glyp.E356GQ14CZ7protein_codingdeleterious(0)probably_damaging(0.933)TCGA-AA-3861-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FASTKD3SNVMissense_Mutationc.1197A>Cp.Gln399Hisp.Q399HQ14CZ7protein_codingtolerated(0.14)benign(0.003)TCGA-AA-3977-01Colorectumcolon 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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