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: FASTKD5

Gene summary for FASTKD5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FASTKD5

Gene ID

60493

Gene nameFAST kinase domains 5
Gene AliasdJ1187M17.5
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q7L8L6


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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
60493FASTKD5LZE24THumanEsophagusESCC5.40e-031.49e-010.0596
60493FASTKD5LZE21THumanEsophagusESCC2.90e-021.57e-010.0655
60493FASTKD5P2T-EHumanEsophagusESCC6.76e-111.96e-010.1177
60493FASTKD5P4T-EHumanEsophagusESCC1.91e-111.34e-010.1323
60493FASTKD5P8T-EHumanEsophagusESCC1.97e-111.32e-010.0889
60493FASTKD5P9T-EHumanEsophagusESCC1.98e-071.66e-010.1131
60493FASTKD5P10T-EHumanEsophagusESCC8.34e-242.48e-010.116
60493FASTKD5P12T-EHumanEsophagusESCC1.76e-133.03e-010.1122
60493FASTKD5P15T-EHumanEsophagusESCC7.73e-071.43e-010.1149
60493FASTKD5P16T-EHumanEsophagusESCC3.12e-049.55e-020.1153
60493FASTKD5P21T-EHumanEsophagusESCC5.12e-111.31e-010.1617
60493FASTKD5P22T-EHumanEsophagusESCC4.04e-075.32e-020.1236
60493FASTKD5P23T-EHumanEsophagusESCC3.38e-113.58e-010.108
60493FASTKD5P24T-EHumanEsophagusESCC1.24e-141.00e-010.1287
60493FASTKD5P26T-EHumanEsophagusESCC7.57e-499.63e-010.1276
60493FASTKD5P27T-EHumanEsophagusESCC9.29e-064.97e-020.1055
60493FASTKD5P28T-EHumanEsophagusESCC2.15e-143.12e-010.1149
60493FASTKD5P30T-EHumanEsophagusESCC3.10e-134.23e-010.137
60493FASTKD5P31T-EHumanEsophagusESCC2.00e-121.77e-010.1251
60493FASTKD5P32T-EHumanEsophagusESCC6.93e-108.18e-020.1666
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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
∗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:001943915Oral cavityOSCCaromatic compound catabolic process263/7305467/187231.49e-148.84e-13263
GO:190136115Oral cavityOSCCorganic cyclic compound catabolic process272/7305495/187232.73e-131.36e-11272
GO:01400533Oral cavityOSCCmitochondrial gene expression78/7305108/187232.37e-129.86e-1178
GO:006101316Oral cavityOSCCregulation of mRNA catabolic process105/7305166/187232.04e-105.82e-09105
GO:004348716Oral cavityOSCCregulation of RNA stability106/7305170/187235.65e-101.47e-08106
GO:004348816Oral cavityOSCCregulation of mRNA stability99/7305158/187231.41e-093.39e-0899
GO:00009591Oral cavityOSCCmitochondrial RNA metabolic process29/730549/187233.33e-031.42e-0229
GO:0000963Oral cavityOSCCmitochondrial RNA processing14/730520/187234.95e-031.94e-0214
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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
FASTKD5SNVMissense_Mutationc.2050N>Ap.Leu684Metp.L684MQ7L8L6protein_codingtolerated(0.17)possibly_damaging(0.548)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FASTKD5SNVMissense_Mutationnovelc.2053N>Gp.Cys685Glyp.C685GQ7L8L6protein_codingtolerated(0.39)benign(0)TCGA-AN-A0XV-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FASTKD5SNVMissense_Mutationc.131N>Tp.Pro44Leup.P44LQ7L8L6protein_codingtolerated(0.38)benign(0.001)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FASTKD5SNVMissense_Mutationrs767011584c.1202N>Tp.Ser401Leup.S401LQ7L8L6protein_codingdeleterious(0)probably_damaging(0.925)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FASTKD5SNVMissense_Mutationnovelc.122N>Cp.Gln41Prop.Q41PQ7L8L6protein_codingtolerated(0.08)benign(0)TCGA-E9-A5UP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FASTKD5SNVMissense_Mutationrs754823337c.2237N>Ap.Arg746Glnp.R746QQ7L8L6protein_codingtolerated(0.06)benign(0.164)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FASTKD5SNVMissense_Mutationrs371032615c.2059N>Ap.Ala687Thrp.A687TQ7L8L6protein_codingtolerated(0.55)benign(0.011)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FASTKD5SNVMissense_Mutationnovelc.1798N>Tp.Pro600Serp.P600SQ7L8L6protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FASTKD5SNVMissense_Mutationc.59C>Tp.Ser20Phep.S20FQ7L8L6protein_codingtolerated(0.22)benign(0)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FASTKD5SNVMissense_Mutationrs547200037c.2258N>Tp.Ala753Valp.A753VQ7L8L6protein_codingdeleterious(0.02)possibly_damaging(0.85)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=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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