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: SPSB2

Gene summary for SPSB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPSB2

Gene ID

84727

Gene namesplA/ryanodine receptor domain and SOCS box containing 2
Gene AliasGRCC9
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q99619


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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
84727SPSB2HCC1_MengHumanLiverHCC7.88e-184.88e-020.0246
84727SPSB2HCC2_MengHumanLiverHCC3.94e-181.63e-010.0107
84727SPSB2S014HumanLiverHCC1.18e-165.68e-010.2254
84727SPSB2S015HumanLiverHCC8.80e-165.76e-010.2375
84727SPSB2S016HumanLiverHCC6.60e-113.78e-010.2243
84727SPSB2S028HumanLiverHCC1.36e-022.26e-010.2503
84727SPSB2S029HumanLiverHCC2.14e-032.78e-010.2581
84727SPSB2C04HumanOral cavityOSCC1.16e-033.15e-010.2633
84727SPSB2C21HumanOral cavityOSCC2.37e-205.84e-010.2678
84727SPSB2C30HumanOral cavityOSCC3.87e-241.01e+000.3055
84727SPSB2C38HumanOral cavityOSCC1.66e-086.72e-010.172
84727SPSB2C46HumanOral cavityOSCC2.37e-113.23e-010.1673
84727SPSB2C08HumanOral cavityOSCC2.06e-326.67e-010.1919
84727SPSB2LN38HumanOral cavityOSCC4.65e-067.69e-010.168
84727SPSB2LP15HumanOral cavityLP4.71e-065.83e-010.2174
84727SPSB2SYSMH2HumanOral cavityOSCC3.81e-042.22e-010.2326
84727SPSB2SYSMH6HumanOral cavityOSCC4.83e-021.36e-010.1275
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
GO:004316120Oral cavityOSCCproteasome-mediated ubiquitin-dependent protein catabolic process285/7305412/187235.68e-365.99e-33285
GO:0010498110Oral cavityLPproteasomal protein catabolic process224/4623490/187239.57e-254.00e-22224
GO:0043161110Oral cavityLPproteasome-mediated ubiquitin-dependent protein catabolic process190/4623412/187231.08e-212.93e-19190
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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
SPSB2SNVMissense_Mutationc.491C>Gp.Pro164Argp.P164RQ99619protein_codingdeleterious(0)probably_damaging(0.962)TCGA-A2-A0T5-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
SPSB2SNVMissense_Mutationnovelc.613N>Ap.Ala205Thrp.A205TQ99619protein_codingtolerated(0.09)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SPSB2SNVMissense_Mutationc.660N>Cp.Arg220Serp.R220SQ99619protein_codingdeleterious(0.01)possibly_damaging(0.654)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SPSB2SNVMissense_Mutationrs369645281c.322N>Ap.Val108Metp.V108MQ99619protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SPSB2SNVMissense_Mutationc.385N>Ap.Glu129Lysp.E129KQ99619protein_codingdeleterious(0.05)benign(0.122)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SPSB2SNVMissense_Mutationc.385N>Ap.Glu129Lysp.E129KQ99619protein_codingdeleterious(0.05)benign(0.122)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
SPSB2SNVMissense_Mutationnovelc.532N>Ap.Leu178Metp.L178MQ99619protein_codingtolerated(0.13)probably_damaging(0.981)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPSB2SNVMissense_Mutationrs781906850c.773N>Ap.Arg258Hisp.R258HQ99619protein_codingtolerated(0.19)benign(0.001)TCGA-B5-A11H-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVHormone TherapymegaceSD
SPSB2SNVMissense_Mutationnovelc.307N>Tp.His103Tyrp.H103YQ99619protein_codingdeleterious(0.03)benign(0.007)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPSB2SNVMissense_Mutationnovelc.563N>Ap.Gly188Glup.G188EQ99619protein_codingdeleterious(0)probably_damaging(1)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
84727SPSB2DRUGGABLE GENOME, B30_2 SPRY DOMAINPHENYLTHIAZOL-2-AMINECHEMBL17529625559643
84727SPSB2DRUGGABLE GENOME, B30_2 SPRY DOMAINmethylphenidateMETHYLPHENIDATE29382897
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