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: FASTK

Gene summary for FASTK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FASTK

Gene ID

10922

Gene nameFas activated serine/threonine kinase
Gene AliasFAST
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q14296


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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
10922FASTKHTA11_2487_2000001011HumanColorectumSER1.91e-042.80e-01-0.1808
10922FASTKHTA11_1938_2000001011HumanColorectumAD9.57e-043.32e-01-0.0811
10922FASTKHTA11_78_2000001011HumanColorectumAD2.73e-021.85e-01-0.1088
10922FASTKHTA11_347_2000001011HumanColorectumAD1.61e-133.16e-01-0.1954
10922FASTKHTA11_2112_2000001011HumanColorectumSER1.65e-045.59e-01-0.2196
10922FASTKHTA11_3361_2000001011HumanColorectumAD3.46e-032.50e-01-0.1207
10922FASTKHTA11_83_2000001011HumanColorectumSER7.84e-042.60e-01-0.1526
10922FASTKHTA11_696_2000001011HumanColorectumAD2.74e-113.64e-01-0.1464
10922FASTKHTA11_866_2000001011HumanColorectumAD4.32e-031.64e-01-0.1001
10922FASTKHTA11_1391_2000001011HumanColorectumAD9.18e-073.99e-01-0.059
10922FASTKHTA11_5216_2000001011HumanColorectumSER1.93e-024.15e-01-0.1462
10922FASTKHTA11_10711_2000001011HumanColorectumAD8.21e-052.71e-010.0338
10922FASTKHTA11_7696_3000711011HumanColorectumAD2.12e-103.39e-010.0674
10922FASTKHTA11_6818_2000001021HumanColorectumAD1.25e-043.60e-010.0588
10922FASTKHTA11_99999970781_79442HumanColorectumMSS2.20e-021.31e-010.294
10922FASTKHTA11_99999971662_82457HumanColorectumMSS5.72e-042.06e-010.3859
10922FASTKHTA11_99999974143_84620HumanColorectumMSS1.68e-083.70e-010.3005
10922FASTKLZE2THumanEsophagusESCC5.77e-043.86e-010.082
10922FASTKLZE4THumanEsophagusESCC3.76e-112.74e-010.0811
10922FASTKLZE7THumanEsophagusESCC3.81e-167.19e-010.0667
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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
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:0008380ColorectumADRNA splicing169/3918434/187233.59e-182.04e-15169
GO:1903311ColorectumADregulation of mRNA metabolic process117/3918288/187231.69e-144.23e-12117
GO:0043484ColorectumADregulation of RNA splicing70/3918148/187236.47e-131.16e-1070
GO:0006401ColorectumADRNA catabolic process102/3918278/187238.64e-106.76e-08102
GO:0044270ColorectumADcellular nitrogen compound catabolic process147/3918451/187233.35e-092.23e-07147
GO:0046700ColorectumADheterocycle catabolic process145/3918445/187234.37e-092.84e-07145
GO:0006402ColorectumADmRNA catabolic process87/3918232/187234.40e-092.84e-0787
GO:0034655ColorectumADnucleobase-containing compound catabolic process133/3918407/187231.56e-089.12e-07133
GO:0019439ColorectumADaromatic compound catabolic process146/3918467/187237.48e-083.84e-06146
GO:1901361ColorectumADorganic cyclic compound catabolic process153/3918495/187238.23e-084.18e-06153
GO:0061013ColorectumADregulation of mRNA catabolic process64/3918166/187231.44e-076.59e-0664
GO:0043487ColorectumADregulation of RNA stability63/3918170/187239.17e-073.12e-0563
GO:0043488ColorectumADregulation of mRNA stability59/3918158/187231.50e-064.66e-0559
GO:00083801ColorectumSERRNA splicing123/2897434/187233.84e-128.41e-10123
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
GO:19033111ColorectumSERregulation of mRNA metabolic process78/2897288/187232.61e-071.43e-0578
GO:00442701ColorectumSERcellular nitrogen compound catabolic process99/2897451/187231.46e-042.86e-0399
GO:00467001ColorectumSERheterocycle catabolic process97/2897445/187232.20e-043.89e-0397
GO:19013611ColorectumSERorganic cyclic compound catabolic process104/2897495/187235.46e-047.63e-03104
GO:00346551ColorectumSERnucleobase-containing compound catabolic process88/2897407/187235.53e-047.71e-0388
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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
FASTKSNVMissense_Mutationnovelc.1490C>Gp.Ser497Trpp.S497WQ14296protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A138-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FASTKSNVMissense_Mutationc.1298N>Ap.Leu433Glnp.L433QQ14296protein_codingdeleterious(0.02)probably_damaging(0.977)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
FASTKSNVMissense_Mutationnovelc.94C>Tp.Pro32Serp.P32SQ14296protein_codingtolerated_low_confidence(0.1)benign(0.011)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FASTKSNVMissense_Mutationrs374560885c.1541N>Tp.Pro514Leup.P514LQ14296protein_codingtolerated(0.05)benign(0.007)TCGA-JW-A5VI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapytopotecanPD
FASTKSNVMissense_Mutationrs774195132c.1627N>Tp.Arg543Cysp.R543CQ14296protein_codingtolerated_low_confidence(0.25)benign(0)TCGA-A6-5657-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
FASTKSNVMissense_Mutationnovelc.1229N>Ap.Arg410Hisp.R410HQ14296protein_codingtolerated(0.18)benign(0.086)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FASTKSNVMissense_Mutationc.328N>Tp.Arg110Cysp.R110CQ14296protein_codingtolerated_low_confidence(0.22)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FASTKdeletionIn_Frame_Delnovelc.456_458delCTTp.Phe153delp.F153delQ14296protein_codingTCGA-5M-AAT4-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
FASTKdeletionFrame_Shift_Delc.1224delNp.Leu409CysfsTer14p.L409Cfs*14Q14296protein_codingTCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FASTKSNVMissense_Mutationnovelc.1411C>Gp.Arg471Glyp.R471GQ14296protein_codingtolerated(0.39)benign(0)TCGA-2E-A9G8-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolCR
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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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