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: SIK3

Gene summary for SIK3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SIK3

Gene ID

23387

Gene nameSIK family kinase 3
Gene AliasL19
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A1A5A9


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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
23387SIK3RNA-P25T1-P25T1-1HumanLungAIS1.70e-249.11e-01-0.2116
23387SIK3RNA-P25T1-P25T1-2HumanLungAIS2.35e-088.88e-01-0.1941
23387SIK3RNA-P25T1-P25T1-3HumanLungAIS4.22e-129.17e-01-0.2107
23387SIK3RNA-P25T1-P25T1-4HumanLungAIS3.66e-199.88e-01-0.2119
23387SIK3RNA-P3T-P3T-1HumanLungIAC6.22e-097.85e-010.1829
23387SIK3RNA-P3T-P3T-2HumanLungIAC2.53e-118.61e-010.1835
23387SIK3RNA-P3T-P3T-4HumanLungIAC5.94e-118.03e-010.1859
23387SIK3RNA-P5T2-P5T2-1HumanLungMIAC5.66e-071.44e+00-0.0135
23387SIK3RNA-P5T2-P5T2-3HumanLungMIAC1.41e-031.36e+000.0176
23387SIK3RNA-P6T1-P6T1-1HumanLungMIAC5.37e-081.12e+00-0.0238
23387SIK3RNA-P6T1-P6T1-2HumanLungMIAC1.43e-038.40e-01-0.0186
23387SIK3RNA-P6T1-P6T1-3HumanLungMIAC8.38e-081.18e+00-0.0296
23387SIK3RNA-P6T1-P6T1-4HumanLungMIAC6.71e-089.41e-01-0.0263
23387SIK3RNA-P6T2-P6T2-1HumanLungIAC1.21e-318.61e-01-0.0166
23387SIK3RNA-P6T2-P6T2-2HumanLungIAC3.07e-419.82e-01-0.0132
23387SIK3RNA-P6T2-P6T2-3HumanLungIAC6.38e-439.81e-01-0.013
23387SIK3RNA-P6T2-P6T2-4HumanLungIAC1.98e-389.94e-01-0.0121
23387SIK3RNA-P7T1-P7T1-1HumanLungAIS2.37e-088.61e-01-0.0961
23387SIK3RNA-P7T1-P7T1-2HumanLungAIS9.67e-097.44e-01-0.0876
23387SIK3RNA-P7T1-P7T1-3HumanLungAIS5.20e-077.67e-01-0.0822
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
∗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:0031929ColorectumMSSTOR signaling35/3467126/187236.91e-034.44e-0235
GO:00319292LiverCirrhoticTOR signaling44/4634126/187236.69e-033.30e-0244
GO:00319291LiverHCCTOR signaling78/7958126/187238.49e-069.97e-0578
GO:0032006LiverHCCregulation of TOR signaling63/7958104/187231.50e-041.20e-0363
GO:0032008LiverHCCpositive regulation of TOR signaling31/795847/187239.90e-045.71e-0331
GO:1904263LiverHCCpositive regulation of TORC1 signaling14/795820/187231.21e-024.41e-0214
GO:00319293Oral cavityOSCCTOR signaling67/7305126/187238.52e-044.50e-0367
GO:0038203Oral cavityOSCCTORC2 signaling10/730512/187232.25e-031.00e-0210
GO:00320081Oral cavityOSCCpositive regulation of TOR signaling28/730547/187233.41e-031.45e-0228
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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
SIK3SNVMissense_Mutationrs267602706c.334N>Tp.Arg112Trpp.R112Wprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-A7-A4SB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelCR
SIK3SNVMissense_Mutationnovelc.2480N>Tp.Gly827Valp.G827Vprotein_codingdeleterious_low_confidence(0.01)benign(0.419)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SIK3SNVMissense_Mutationc.292G>Cp.Asp98Hisp.D98Hprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SIK3SNVMissense_Mutationnovelc.1567C>Ap.Gln523Lysp.Q523Kprotein_codingdeleterious_low_confidence(0.04)benign(0.258)TCGA-D8-A1XF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
SIK3SNVMissense_Mutationc.1886N>Tp.Ala629Valp.A629Vprotein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
SIK3insertionNonsense_Mutationnovelc.3048_3049insTGCTGAAAACTCAGCCCCAGGGGGAATTCp.Glu1017CysfsTer2p.E1017Cfs*2protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
SIK3insertionNonsense_Mutationnovelc.731_732insACAACCTTTTTTAACTCCAGCTTGCTGAp.Asp245GlnfsTer9p.D245Qfs*9protein_codingTCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
SIK3deletionFrame_Shift_Delc.2253delCp.Met752Terp.M752*protein_codingTCGA-BH-A0W3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SIK3SNVMissense_Mutationrs769986194c.3931N>Ap.Glu1311Lysp.E1311Kprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.829)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SIK3SNVMissense_Mutationnovelc.278C>Ap.Ala93Aspp.A93Dprotein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<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
23387SIK3DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor178102336BOSUTINIB
23387SIK3DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor340590212
23387SIK3DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor178102305DASATINIB
23387SIK3DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor249565729
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