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: SPSB1

Gene summary for SPSB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPSB1

Gene ID

80176

Gene namesplA/ryanodine receptor domain and SOCS box containing 1
Gene AliasSSB-1
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024R4G8


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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
80176SPSB1LZE4THumanEsophagusESCC4.50e-044.99e-020.0811
80176SPSB1LZE7THumanEsophagusESCC2.28e-02-3.55e-020.0667
80176SPSB1LZE8THumanEsophagusESCC3.59e-05-4.84e-020.067
80176SPSB1LZE20THumanEsophagusESCC6.50e-04-1.07e-010.0662
80176SPSB1LZE24THumanEsophagusESCC2.86e-156.23e-010.0596
80176SPSB1P1T-EHumanEsophagusESCC1.69e-031.33e-010.0875
80176SPSB1P2T-EHumanEsophagusESCC1.66e-093.61e-010.1177
80176SPSB1P4T-EHumanEsophagusESCC6.02e-132.95e-010.1323
80176SPSB1P5T-EHumanEsophagusESCC3.55e-132.00e-010.1327
80176SPSB1P8T-EHumanEsophagusESCC1.26e-175.03e-020.0889
80176SPSB1P9T-EHumanEsophagusESCC2.75e-134.39e-010.1131
80176SPSB1P10T-EHumanEsophagusESCC8.05e-137.41e-020.116
80176SPSB1P11T-EHumanEsophagusESCC8.49e-096.16e-010.1426
80176SPSB1P12T-EHumanEsophagusESCC1.12e-112.99e-010.1122
80176SPSB1P15T-EHumanEsophagusESCC6.56e-236.24e-010.1149
80176SPSB1P16T-EHumanEsophagusESCC1.36e-09-1.06e-010.1153
80176SPSB1P17T-EHumanEsophagusESCC6.94e-041.38e-010.1278
80176SPSB1P20T-EHumanEsophagusESCC1.43e-102.74e-010.1124
80176SPSB1P21T-EHumanEsophagusESCC8.72e-232.62e-010.1617
80176SPSB1P22T-EHumanEsophagusESCC8.66e-191.96e-010.1236
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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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:00431617LiverNAFLDproteasome-mediated ubiquitin-dependent protein catabolic process91/1882412/187233.00e-131.75e-1091
GO:00104987LiverNAFLDproteasomal protein catabolic process101/1882490/187231.35e-126.09e-10101
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
GO:001049831Oral cavityNEOLPproteasomal protein catabolic process103/2005490/187231.08e-111.65e-09103
GO:004316131Oral cavityNEOLPproteasome-mediated ubiquitin-dependent protein catabolic process89/2005412/187236.27e-117.44e-0989
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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
SPSB1SNVMissense_Mutationrs767731224c.442N>Tp.Arg148Trpp.R148WQ96BD6protein_codingdeleterious(0)possibly_damaging(0.776)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SPSB1SNVMissense_Mutationc.207N>Tp.Glu69Aspp.E69DQ96BD6protein_codingtolerated(0.63)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SPSB1SNVMissense_Mutationc.623A>Gp.Lys208Argp.K208RQ96BD6protein_codingtolerated(0.17)benign(0.018)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SPSB1SNVMissense_Mutationc.585N>Tp.Gln195Hisp.Q195HQ96BD6protein_codingtolerated(0.07)benign(0.03)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
SPSB1deletionFrame_Shift_Delc.365delNp.Leu124CysfsTer56p.L124Cfs*56Q96BD6protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SPSB1deletionFrame_Shift_Delc.365delNp.Leu124CysfsTer56p.L124Cfs*56Q96BD6protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SPSB1SNVMissense_Mutationnovelc.718T>Gp.Leu240Valp.L240VQ96BD6protein_codingdeleterious(0.02)possibly_damaging(0.83)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SPSB1SNVMissense_Mutationnovelc.386N>Gp.Tyr129Cysp.Y129CQ96BD6protein_codingdeleterious(0)probably_damaging(1)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPSB1SNVMissense_Mutationc.337N>Ap.Ala113Thrp.A113TQ96BD6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BS-A0UL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPSB1SNVMissense_Mutationrs752688288c.668G>Ap.Arg223Glnp.R223QQ96BD6protein_codingtolerated(0.19)benign(0.073)TCGA-D1-A17Q-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
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