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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SPICE1

Gene summary for SPICE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPICE1

Gene ID

152185

Gene namespindle and centriole associated protein 1
Gene AliasCCDC52
Cytomap3q13.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q8N0Z3


Top

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
152185SPICE1HTA11_3410_2000001011HumanColorectumAD1.61e-902.30e+000.0155
152185SPICE1HTA11_2487_2000001011HumanColorectumSER4.43e-341.75e+00-0.1808
152185SPICE1HTA11_2951_2000001011HumanColorectumAD1.71e-262.03e+000.0216
152185SPICE1HTA11_1938_2000001011HumanColorectumAD1.37e-532.56e+00-0.0811
152185SPICE1HTA11_78_2000001011HumanColorectumAD8.16e-211.00e+00-0.1088
152185SPICE1HTA11_347_2000001011HumanColorectumAD2.84e-691.87e+00-0.1954
152185SPICE1HTA11_411_2000001011HumanColorectumSER1.56e-262.67e+00-0.2602
152185SPICE1HTA11_2112_2000001011HumanColorectumSER7.82e-091.75e+00-0.2196
152185SPICE1HTA11_3361_2000001011HumanColorectumAD1.07e-422.07e+00-0.1207
152185SPICE1HTA11_83_2000001011HumanColorectumSER1.04e-272.12e+00-0.1526
152185SPICE1HTA11_696_2000001011HumanColorectumAD5.16e-812.74e+00-0.1464
152185SPICE1HTA11_866_2000001011HumanColorectumAD5.94e-441.34e+00-0.1001
152185SPICE1HTA11_1391_2000001011HumanColorectumAD8.41e-321.61e+00-0.059
152185SPICE1HTA11_2992_2000001011HumanColorectumSER3.70e-383.01e+00-0.1706
152185SPICE1HTA11_5212_2000001011HumanColorectumAD7.75e-402.87e+00-0.2061
152185SPICE1HTA11_5216_2000001011HumanColorectumSER1.81e-333.36e+00-0.1462
152185SPICE1HTA11_546_2000001011HumanColorectumAD5.81e-452.91e+00-0.0842
152185SPICE1HTA11_10711_2000001011HumanColorectumAD8.02e-055.64e-010.0338
152185SPICE1HTA11_99999970781_79442HumanColorectumMSS1.90e-228.11e-010.294
152185SPICE1HTA11_99999965104_69814HumanColorectumMSS4.99e-281.33e+000.281
Page: 1 2 3 4 5 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:0007051ColorectumADspindle organization58/3918184/187234.71e-045.20e-0358
GO:1902850ColorectumADmicrotubule cytoskeleton organization involved in mitosis48/3918147/187235.87e-046.21e-0348
GO:0090307ColorectumADmitotic spindle assembly25/391865/187239.12e-048.71e-0325
GO:0007052ColorectumADmitotic spindle organization40/3918120/187231.03e-039.61e-0340
GO:0051225ColorectumADspindle assembly37/3918117/187234.32e-032.96e-0237
GO:0140014ColorectumADmitotic nuclear division78/3918287/187236.48e-034.05e-0278
GO:0046605ColorectumADregulation of centrosome cycle18/391849/187237.93e-034.73e-0218
GO:00516561ColorectumSERestablishment of organelle localization100/2897390/187231.11e-076.79e-06100
GO:00466051ColorectumSERregulation of centrosome cycle17/289749/187237.17e-049.44e-0317
GO:0010824ColorectumSERregulation of centrosome duplication15/289745/187232.29e-032.19e-0215
GO:00516562ColorectumMSSestablishment of organelle localization115/3467390/187237.30e-083.67e-06115
GO:00070511ColorectumMSSspindle organization53/3467184/187234.23e-045.19e-0353
GO:19028501ColorectumMSSmicrotubule cytoskeleton organization involved in mitosis44/3467147/187235.17e-045.98e-0344
GO:00070521ColorectumMSSmitotic spindle organization36/3467120/187231.52e-031.39e-0236
GO:00903071ColorectumMSSmitotic spindle assembly22/346765/187232.33e-031.90e-0222
GO:00512251ColorectumMSSspindle assembly33/3467117/187236.68e-034.38e-0233
GO:01400141ColorectumMSSmitotic nuclear division70/3467287/187237.48e-034.72e-0270
GO:00516563ColorectumFAPestablishment of organelle localization97/2622390/187235.91e-099.48e-0797
GO:00070512ColorectumFAPspindle organization41/2622184/187231.50e-031.34e-0241
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SPICE1SNVMissense_Mutationc.1852N>Gp.Gln618Glup.Q618EQ8N0Z3protein_codingtolerated(0.68)benign(0.006)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
SPICE1SNVMissense_Mutationc.2285C>Tp.Pro762Leup.P762LQ8N0Z3protein_codingtolerated(0.05)benign(0.003)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SPICE1SNVMissense_Mutationc.2241N>Cp.Gln747Hisp.Q747HQ8N0Z3protein_codingdeleterious(0.01)probably_damaging(0.929)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPICE1SNVMissense_Mutationnovelc.2164N>Gp.Leu722Valp.L722VQ8N0Z3protein_codingtolerated(0.2)benign(0.087)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SPICE1SNVMissense_Mutationnovelc.2560N>Ap.Val854Ilep.V854IQ8N0Z3protein_codingtolerated(0.67)benign(0.009)TCGA-AR-A2LR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SPICE1SNVMissense_Mutationnovelc.725N>Gp.Ser242Cysp.S242CQ8N0Z3protein_codingtolerated(0.14)benign(0.007)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SPICE1SNVMissense_Mutationnovelc.616C>Tp.Leu206Phep.L206FQ8N0Z3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A146-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SPICE1SNVMissense_Mutationc.2197N>Ap.Glu733Lysp.E733KQ8N0Z3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPICE1insertionFrame_Shift_Insnovelc.775_776insGTAAGGACATTAGGTTAGTAGAGTCTTCTTTTCAGGCAGAAp.Val259GlyfsTer31p.V259Gfs*31Q8N0Z3protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
SPICE1SNVMissense_Mutationnovelc.872A>Tp.Lys291Ilep.K291IQ8N0Z3protein_codingdeleterious(0.04)probably_damaging(0.987)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 

Top

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
Page: 1