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: SGPP2

Gene summary for SGPP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SGPP2

Gene ID

130367

Gene namesphingosine-1-phosphate phosphatase 2
Gene AliasSPP2
Cytomap2q36.1
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q8IWX5


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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
130367SGPP2CCI_2HumanCervixCC5.84e-121.24e+000.5249
130367SGPP2CCI_3HumanCervixCC1.98e-118.98e-010.516
130367SGPP2sample3HumanCervixCC2.05e-056.60e-020.1387
130367SGPP2H2HumanCervixHSIL_HPV1.50e-032.58e-010.0632
130367SGPP2HTA11_3410_2000001011HumanColorectumAD4.85e-02-2.80e-010.0155
130367SGPP2HTA11_347_2000001011HumanColorectumAD1.90e-105.44e-01-0.1954
130367SGPP2HTA11_99999965062_69753HumanColorectumMSI-H7.92e-049.45e-010.3487
130367SGPP2HTA11_99999974143_84620HumanColorectumMSS7.42e-10-4.01e-010.3005
130367SGPP2A015-C-203HumanColorectumFAP6.22e-25-4.94e-01-0.1294
130367SGPP2A015-C-204HumanColorectumFAP5.00e-04-3.04e-01-0.0228
130367SGPP2A002-C-201HumanColorectumFAP4.88e-12-4.27e-010.0324
130367SGPP2A002-C-203HumanColorectumFAP1.33e-03-2.02e-010.2786
130367SGPP2A001-C-119HumanColorectumFAP4.89e-05-3.74e-01-0.1557
130367SGPP2A001-C-108HumanColorectumFAP6.23e-18-3.57e-01-0.0272
130367SGPP2A002-C-205HumanColorectumFAP7.35e-16-4.84e-01-0.1236
130367SGPP2A001-C-104HumanColorectumFAP1.17e-05-2.87e-010.0184
130367SGPP2A015-C-005HumanColorectumFAP2.59e-03-3.34e-01-0.0336
130367SGPP2A015-C-006HumanColorectumFAP3.78e-08-3.96e-01-0.0994
130367SGPP2A015-C-106HumanColorectumFAP3.17e-10-2.92e-01-0.0511
130367SGPP2A002-C-114HumanColorectumFAP3.58e-13-4.71e-01-0.1561
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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
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
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
∗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:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:00506787CervixCCregulation of epithelial cell proliferation83/2311381/187231.31e-076.42e-0683
GO:00163117CervixCCdephosphorylation73/2311417/187231.23e-039.87e-0373
GO:005067314CervixHSIL_HPVepithelial cell proliferation34/737437/187231.31e-042.61e-0334
GO:005067813CervixHSIL_HPVregulation of epithelial cell proliferation30/737381/187232.61e-044.50e-0330
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0030258ColorectumADlipid modification67/3918212/187231.66e-042.27e-0367
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00506731ColorectumMSSepithelial cell proliferation108/3467437/187236.76e-047.30e-03108
GO:00302582ColorectumMSSlipid modification57/3467212/187231.64e-031.49e-0257
GO:00163112ColorectumMSSdephosphorylation101/3467417/187231.98e-031.70e-02101
GO:0050678ColorectumMSSregulation of epithelial cell proliferation90/3467381/187236.92e-034.45e-0290
GO:0034311ColorectumMSI-Hdiol metabolic process7/131929/187233.34e-034.05e-027
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:00302583ColorectumFAPlipid modification52/2622212/187232.84e-056.49e-0452
GO:00506732ColorectumFAPepithelial cell proliferation84/2622437/187231.39e-031.25e-0284
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:0046519ColorectumFAPsphingoid metabolic process8/262221/187235.43e-033.53e-028
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0407110CervixCCSphingolipid signaling pathway35/1267121/84655.70e-053.93e-042.32e-0435
hsa0407113CervixCCSphingolipid signaling pathway35/1267121/84655.70e-053.93e-042.32e-0435
hsa04071ColorectumADSphingolipid signaling pathway43/2092121/84654.83e-032.28e-021.45e-0243
hsa040711ColorectumADSphingolipid signaling pathway43/2092121/84654.83e-032.28e-021.45e-0243
hsa040712ColorectumMSSSphingolipid signaling pathway40/1875121/84653.56e-031.64e-021.01e-0240
hsa040713ColorectumMSSSphingolipid signaling pathway40/1875121/84653.56e-031.64e-021.01e-0240
hsa040714ColorectumFAPSphingolipid signaling pathway34/1404121/84659.53e-045.22e-033.17e-0334
hsa040715ColorectumFAPSphingolipid signaling pathway34/1404121/84659.53e-045.22e-033.17e-0334
hsa040716ColorectumCRCSphingolipid signaling pathway30/1091121/84652.49e-043.09e-032.09e-0330
hsa040717ColorectumCRCSphingolipid signaling pathway30/1091121/84652.49e-043.09e-032.09e-0330
hsa0407116EsophagusESCCSphingolipid signaling pathway85/4205121/84653.04e-061.73e-058.84e-0685
hsa006003EsophagusESCCSphingolipid metabolism36/420553/84655.41e-031.36e-026.99e-0336
hsa0407117EsophagusESCCSphingolipid signaling pathway85/4205121/84653.04e-061.73e-058.84e-0685
hsa0060012EsophagusESCCSphingolipid metabolism36/420553/84655.41e-031.36e-026.99e-0336
hsa040718LiverHCCSphingolipid signaling pathway72/4020121/84655.01e-031.47e-028.18e-0372
hsa0407111LiverHCCSphingolipid signaling pathway72/4020121/84655.01e-031.47e-028.18e-0372
hsa040719LungIACSphingolipid signaling pathway28/1053121/84657.30e-046.08e-034.04e-0328
hsa0407112LungIACSphingolipid signaling pathway28/1053121/84657.30e-046.08e-034.04e-0328
hsa0407121LungAISSphingolipid signaling pathway25/961121/84652.03e-031.29e-028.24e-0325
hsa0407131LungAISSphingolipid signaling pathway25/961121/84652.03e-031.29e-028.24e-0325
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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
SGPP2SNVMissense_Mutationrs201625866c.1016N>Ap.Arg339Hisp.R339HQ8IWX5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A135-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SGPP2insertionFrame_Shift_Insnovelc.644_645insCCAGTGTGGGGTCCCACCTCTACCACTGAAGCCTTCTAp.Leu216GlnfsTer21p.L216Qfs*21Q8IWX5protein_codingTCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SGPP2deletionFrame_Shift_Delnovelc.492delCp.Thr165ProfsTer30p.T165Pfs*30Q8IWX5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SGPP2SNVMissense_Mutationc.499N>Ap.Ala167Thrp.A167TQ8IWX5protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SGPP2SNVMissense_Mutationrs138702204c.241N>Ap.Val81Metp.V81MQ8IWX5protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AA-3870-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
SGPP2SNVMissense_Mutationnovelc.923C>Ap.Pro308Hisp.P308HQ8IWX5protein_codingdeleterious(0.02)probably_damaging(0.927)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SGPP2SNVMissense_Mutationrs371268936c.1015N>Tp.Arg339Cysp.R339CQ8IWX5protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SGPP2SNVMissense_Mutationnovelc.436N>Cp.Ser146Prop.S146PQ8IWX5protein_codingdeleterious(0.01)probably_damaging(0.925)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SGPP2SNVMissense_Mutationrs371268936c.1015N>Tp.Arg339Cysp.R339CQ8IWX5protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SGPP2deletionFrame_Shift_Delc.427delCp.Arg143ValfsTer8p.R143Vfs*8Q8IWX5protein_codingTCGA-EI-6507-01Colorectumrectum 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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