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: CSNK1D

Gene summary for CSNK1D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSNK1D

Gene ID

1453

Gene namecasein kinase 1 delta
Gene AliasASPS
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

P48730


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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
1453CSNK1DHTA11_2487_2000001011HumanColorectumSER6.88e-054.42e-01-0.1808
1453CSNK1DHTA11_1938_2000001011HumanColorectumAD3.35e-065.30e-01-0.0811
1453CSNK1DHTA11_347_2000001011HumanColorectumAD2.01e-074.15e-01-0.1954
1453CSNK1DHTA11_696_2000001011HumanColorectumAD5.18e-054.51e-01-0.1464
1453CSNK1DHTA11_1391_2000001011HumanColorectumAD6.41e-085.92e-01-0.059
1453CSNK1DHTA11_866_3004761011HumanColorectumAD2.03e-053.96e-010.096
1453CSNK1DHTA11_6818_2000001021HumanColorectumAD3.30e-034.35e-010.0588
1453CSNK1DHTA11_99999965104_69814HumanColorectumMSS1.35e-045.38e-010.281
1453CSNK1DHTA11_99999971662_82457HumanColorectumMSS2.48e-096.21e-010.3859
1453CSNK1DHTA11_99999973899_84307HumanColorectumMSS1.27e-046.42e-010.2585
1453CSNK1DHTA11_99999974143_84620HumanColorectumMSS1.44e-084.52e-010.3005
1453CSNK1DA015-C-203HumanColorectumFAP7.78e-07-6.37e-02-0.1294
1453CSNK1DA002-C-205HumanColorectumFAP3.21e-04-5.61e-02-0.1236
1453CSNK1DA015-C-006HumanColorectumFAP2.18e-02-8.81e-02-0.0994
1453CSNK1DA002-C-114HumanColorectumFAP1.83e-02-3.31e-02-0.1561
1453CSNK1DA015-C-104HumanColorectumFAP5.40e-093.09e-02-0.1899
1453CSNK1DA002-C-016HumanColorectumFAP1.99e-05-1.27e-010.0521
1453CSNK1DA002-C-116HumanColorectumFAP1.62e-06-9.44e-02-0.0452
1453CSNK1DA018-E-020HumanColorectumFAP2.22e-02-7.00e-02-0.2034
1453CSNK1DF034HumanColorectumFAP1.43e-02-7.29e-02-0.0665
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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
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
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:0042176ColorectumADregulation of protein catabolic process160/3918391/187231.06e-197.34e-17160
GO:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:1903362ColorectumADregulation of cellular protein catabolic process109/3918255/187232.14e-156.08e-13109
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:1903050ColorectumADregulation of proteolysis involved in cellular protein catabolic process92/3918221/187232.04e-123.19e-1092
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0045732ColorectumADpositive regulation of protein catabolic process92/3918231/187233.85e-114.47e-0992
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0045862ColorectumADpositive regulation of proteolysis129/3918372/187234.04e-103.46e-08129
GO:0061136ColorectumADregulation of proteasomal protein catabolic process75/3918187/187231.65e-091.20e-0775
GO:2000058ColorectumADregulation of ubiquitin-dependent protein catabolic process68/3918164/187231.82e-091.31e-0768
GO:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:1903364ColorectumADpositive regulation of cellular protein catabolic process62/3918155/187234.66e-082.51e-0662
GO:0006900ColorectumADvesicle budding from membrane32/391861/187235.38e-082.81e-0632
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0032434ColorectumADregulation of proteasomal ubiquitin-dependent protein catabolic process54/3918134/187232.51e-071.02e-0554
GO:1903052ColorectumADpositive regulation of proteolysis involved in cellular protein catabolic process53/3918133/187234.93e-071.85e-0553
GO:2000060ColorectumADpositive regulation of ubiquitin-dependent protein catabolic process44/3918107/187231.65e-065.03e-0544
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04390ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa043901ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa043902ColorectumFAPHippo signaling pathway41/1404157/84651.49e-037.91e-034.81e-0341
hsa043903ColorectumFAPHippo signaling pathway41/1404157/84651.49e-037.91e-034.81e-0341
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0439017Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0439010ProstateBPHHippo signaling pathway52/1718157/84659.93e-056.00e-043.71e-0452
hsa047104ProstateBPHCircadian rhythm15/171834/84651.40e-035.85e-033.62e-0315
hsa0439015ProstateBPHHippo signaling pathway52/1718157/84659.93e-056.00e-043.71e-0452
hsa0471011ProstateBPHCircadian rhythm15/171834/84651.40e-035.85e-033.62e-0315
hsa0439024ProstateTumorHippo signaling pathway54/1791157/84657.52e-055.30e-043.28e-0454
hsa0471021ProstateTumorCircadian rhythm14/179134/84656.44e-032.16e-021.34e-0214
hsa0439034ProstateTumorHippo signaling pathway54/1791157/84657.52e-055.30e-043.28e-0454
hsa0471031ProstateTumorCircadian rhythm14/179134/84656.44e-032.16e-021.34e-0214
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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
CSNK1DdeletionFrame_Shift_Delnovelc.697delAp.Met233CysfsTer20p.M233Cfs*20P48730protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CSNK1DSNVMissense_Mutationc.870N>Tp.Trp290Cysp.W290CP48730protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
CSNK1DSNVMissense_Mutationc.1094G>Cp.Arg365Thrp.R365TP48730protein_codingdeleterious_low_confidence(0.05)benign(0.03)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CSNK1DSNVMissense_Mutationnovelc.379N>Tp.Arg127Trpp.R127WP48730protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CSNK1DSNVMissense_Mutationnovelc.1085N>Ap.Gly362Aspp.G362DP48730protein_codingtolerated_low_confidence(0.23)benign(0.192)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CSNK1DdeletionFrame_Shift_Delc.1072delNp.Arg358GlyfsTer12p.R358Gfs*12P48730protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CSNK1DSNVMissense_Mutationc.344G>Ap.Arg115Hisp.R115HP48730protein_codingdeleterious_low_confidence(0)probably_damaging(0.995)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CSNK1DSNVMissense_Mutationc.293G>Tp.Arg98Metp.R98MP48730protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CSNK1DSNVMissense_Mutationc.479N>Cp.Arg160Prop.R160PP48730protein_codingdeleterious_low_confidence(0)probably_damaging(0.941)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CSNK1DSNVMissense_Mutationrs765104663c.712N>Ap.Glu238Lysp.E238KP48730protein_codingdeleterious_low_confidence(0)possibly_damaging(0.647)TCGA-AZ-4315-01Colorectumcolon 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
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMESB-203580SB-203580
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMETAK-715TAK-715
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEGEFITINIBGEFITINIB
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEALSTERPAULLONEALSTERPAULLONE
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor178102608IC261
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYME(RS)-ROSCOVITINE(RS)-ROSCOVITINE
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEBMS-345541BMS-345541
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMECYC-116CYC-116
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEDOVITINIBDOVITINIB
1453CSNK1DDRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMECENISERTIBCENISERTIB
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