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: SIPA1

Gene summary for SIPA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SIPA1

Gene ID

6494

Gene namesignal-induced proliferation-associated 1
Gene AliasSPA1
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

Q96FS4


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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
6494SIPA1LZE5THumanEsophagusESCC1.02e-053.65e-010.0514
6494SIPA1LZE20THumanEsophagusESCC1.94e-217.57e-010.0662
6494SIPA1LZE22THumanEsophagusESCC3.76e-044.15e-010.068
6494SIPA1LZE24THumanEsophagusESCC3.32e-337.78e-010.0596
6494SIPA1P1T-EHumanEsophagusESCC8.04e-176.33e-010.0875
6494SIPA1P2T-EHumanEsophagusESCC8.98e-111.34e-010.1177
6494SIPA1P4T-EHumanEsophagusESCC3.70e-174.04e-010.1323
6494SIPA1P5T-EHumanEsophagusESCC5.61e-142.49e-010.1327
6494SIPA1P8T-EHumanEsophagusESCC3.34e-501.04e+000.0889
6494SIPA1P9T-EHumanEsophagusESCC5.26e-041.25e-010.1131
6494SIPA1P10T-EHumanEsophagusESCC6.95e-036.97e-020.116
6494SIPA1P11T-EHumanEsophagusESCC3.49e-062.16e-010.1426
6494SIPA1P12T-EHumanEsophagusESCC1.74e-031.25e-010.1122
6494SIPA1P15T-EHumanEsophagusESCC4.50e-214.31e-010.1149
6494SIPA1P16T-EHumanEsophagusESCC8.64e-193.91e-010.1153
6494SIPA1P17T-EHumanEsophagusESCC4.36e-135.10e-010.1278
6494SIPA1P19T-EHumanEsophagusESCC3.01e-064.41e-010.1662
6494SIPA1P20T-EHumanEsophagusESCC6.05e-244.92e-010.1124
6494SIPA1P21T-EHumanEsophagusESCC2.67e-072.29e-010.1617
6494SIPA1P23T-EHumanEsophagusESCC4.43e-317.70e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00071639CervixCCestablishment or maintenance of cell polarity63/2311218/187234.25e-118.76e-0963
GO:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:00300108CervixCCestablishment of cell polarity42/2311143/187234.30e-082.62e-0642
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00315328CervixCCactin cytoskeleton reorganization31/2311107/187233.34e-068.99e-0531
GO:00109757CervixCCregulation of neuron projection development88/2311445/187234.26e-061.09e-0488
GO:00609965CervixCCdendritic spine development28/231199/187231.61e-053.15e-0428
GO:00615647CervixCCaxon development89/2311467/187231.71e-053.27e-0489
GO:00435476CervixCCpositive regulation of GTPase activity53/2311255/187238.72e-051.16e-0353
GO:00074097CervixCCaxonogenesis78/2311418/187231.14e-041.43e-0378
GO:000206410CervixCCepithelial cell development45/2311220/187234.14e-044.21e-0345
GO:00507705CervixCCregulation of axonogenesis34/2311154/187234.87e-044.76e-0334
GO:00901627CervixCCestablishment of epithelial cell polarity11/231131/187237.87e-046.96e-0311
GO:00022443CervixCChematopoietic progenitor cell differentiation26/2311114/187231.30e-031.03e-0226
GO:00480131CervixCCephrin receptor signaling pathway14/231151/187232.78e-031.87e-0214
GO:00488135CervixCCdendrite morphogenesis30/2311146/187233.27e-032.13e-0230
GO:01060277CervixCCneuron projection organization21/231193/187234.10e-032.54e-0221
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
GO:00507733CervixCCregulation of dendrite development22/2311103/187236.75e-033.71e-0222
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0467042LiverHCCLeukocyte transendothelial migration68/4020114/84655.79e-031.64e-029.15e-0368
hsa0467052LiverHCCLeukocyte transendothelial migration68/4020114/84655.79e-031.64e-029.15e-0368
hsa0467030Oral cavityOSCCLeukocyte transendothelial migration63/3704114/84658.46e-031.96e-029.95e-0363
hsa0401518Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
hsa04670113Oral cavityOSCCLeukocyte transendothelial migration63/3704114/84658.46e-031.96e-029.95e-0363
hsa0401519Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
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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
SIPA1SNVMissense_Mutationrs747257834c.2644N>Ap.Pro882Thrp.P882TQ96FS4protein_codingtolerated(0.07)benign(0.025)TCGA-AC-A5XU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
SIPA1SNVMissense_Mutationc.724N>Ap.Ala242Thrp.A242TQ96FS4protein_codingdeleterious(0)possibly_damaging(0.679)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1SNVMissense_Mutationc.3118N>Cp.Asp1040Hisp.D1040HQ96FS4protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.995)TCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
SIPA1SNVMissense_Mutationc.3120N>Ap.Asp1040Glup.D1040EQ96FS4protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.935)TCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
SIPA1SNVMissense_Mutationnovelc.1247N>Gp.Pro416Argp.P416RQ96FS4protein_codingdeleterious(0)probably_damaging(0.951)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SIPA1insertionIn_Frame_Insnovelc.726_727insCCCp.Ala242_Val243insProp.A242_V243insPQ96FS4protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1SNVMissense_Mutationc.2530N>Gp.Leu844Valp.L844VQ96FS4protein_codingtolerated(0.15)benign(0.025)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SIPA1SNVMissense_Mutationc.803C>Tp.Thr268Metp.T268MQ96FS4protein_codingdeleterious(0)possibly_damaging(0.799)TCGA-EA-A3HQ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SIPA1SNVMissense_Mutationc.778N>Gp.Ser260Glyp.S260GQ96FS4protein_codingdeleterious(0.02)benign(0.281)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1SNVMissense_Mutationnovelc.2713N>Tp.Arg905Cysp.R905CQ96FS4protein_codingdeleterious(0)possibly_damaging(0.799)TCGA-AA-3663-01Colorectumcolon 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
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