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: FASTKD1

Gene summary for FASTKD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FASTKD1

Gene ID

79675

Gene nameFAST kinase domains 1
Gene AliasFASTKD1
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q53R41


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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
79675FASTKD1HTA11_3410_2000001011HumanColorectumAD1.52e-02-3.35e-010.0155
79675FASTKD1HTA11_347_2000001011HumanColorectumAD1.62e-136.64e-01-0.1954
79675FASTKD1HTA11_99999974143_84620HumanColorectumMSS4.13e-03-2.60e-010.3005
79675FASTKD1A001-C-207HumanColorectumFAP5.25e-07-3.58e-010.1278
79675FASTKD1A015-C-203HumanColorectumFAP5.51e-25-4.03e-01-0.1294
79675FASTKD1A015-C-204HumanColorectumFAP2.10e-04-2.32e-01-0.0228
79675FASTKD1A014-C-040HumanColorectumFAP2.21e-04-3.34e-01-0.1184
79675FASTKD1A002-C-201HumanColorectumFAP7.81e-14-3.68e-010.0324
79675FASTKD1A002-C-203HumanColorectumFAP8.34e-09-2.66e-010.2786
79675FASTKD1A001-C-119HumanColorectumFAP1.06e-07-4.06e-01-0.1557
79675FASTKD1A001-C-108HumanColorectumFAP5.41e-17-2.93e-01-0.0272
79675FASTKD1A002-C-205HumanColorectumFAP2.78e-19-3.28e-01-0.1236
79675FASTKD1A001-C-104HumanColorectumFAP4.93e-08-2.94e-010.0184
79675FASTKD1A015-C-005HumanColorectumFAP8.27e-05-2.55e-01-0.0336
79675FASTKD1A015-C-006HumanColorectumFAP6.08e-14-2.83e-01-0.0994
79675FASTKD1A015-C-106HumanColorectumFAP1.03e-11-2.42e-01-0.0511
79675FASTKD1A002-C-114HumanColorectumFAP1.23e-17-4.00e-01-0.1561
79675FASTKD1A015-C-104HumanColorectumFAP5.18e-28-3.25e-01-0.1899
79675FASTKD1A001-C-014HumanColorectumFAP2.23e-14-3.41e-010.0135
79675FASTKD1A002-C-016HumanColorectumFAP1.14e-22-3.61e-010.0521
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:00442705ColorectumCRCcellular nitrogen compound catabolic process78/2078451/187234.48e-051.07e-0378
GO:00467005ColorectumCRCheterocycle catabolic process77/2078445/187234.92e-051.14e-0377
GO:00194395ColorectumCRCaromatic compound catabolic process77/2078467/187232.42e-044.00e-0377
GO:19013615ColorectumCRCorganic cyclic compound catabolic process80/2078495/187233.52e-045.34e-0380
GO:1903311110EsophagusESCCregulation of mRNA metabolic process210/8552288/187233.25e-215.56e-19210
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
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:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
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:00009592EsophagusESCCmitochondrial RNA metabolic process39/855249/187231.20e-061.49e-0539
GO:00009631EsophagusESCCmitochondrial RNA processing19/855220/187233.83e-064.14e-0519
GO:00194396LiverNAFLDaromatic compound catabolic process102/1882467/187232.29e-141.91e-11102
GO:19013616LiverNAFLDorganic cyclic compound catabolic process105/1882495/187237.04e-145.15e-11105
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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
FASTKD1SNVMissense_Mutationnovelc.966N>Tp.Lys322Asnp.K322NQ53R41protein_codingdeleterious(0.02)possibly_damaging(0.776)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationc.2168C>Gp.Thr723Argp.T723RQ53R41protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationc.1285C>Gp.Pro429Alap.P429AQ53R41protein_codingtolerated(0.26)benign(0.006)TCGA-AN-A0AT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationc.2031N>Cp.Gln677Hisp.Q677HQ53R41protein_codingtolerated(0.23)benign(0.41)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
FASTKD1SNVMissense_Mutationc.90A>Tp.Gln30Hisp.Q30HQ53R41protein_codingtolerated(0.39)benign(0.003)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FASTKD1insertionIn_Frame_Insnovelc.1032_1033insACGAAAGTTAAACTCCATp.Val344_Leu345insThrLysValLysLeuHisp.V344_L345insTKVKLHQ53R41protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FASTKD1SNVMissense_Mutationc.142N>Cp.Asp48Hisp.D48HQ53R41protein_codingtolerated(0.38)benign(0.025)TCGA-C5-A7CL-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
FASTKD1SNVMissense_Mutationnovelc.404N>Cp.Leu135Prop.L135PQ53R41protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FASTKD1SNVMissense_Mutationrs758111477c.1970N>Cp.Arg657Thrp.R657TQ53R41protein_codingtolerated(0.07)benign(0.175)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationnovelc.336N>Ap.Met112Ilep.M112IQ53R41protein_codingdeleterious(0)benign(0.238)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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