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: SPPL2B

Gene summary for SPPL2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPPL2B

Gene ID

56928

Gene namesignal peptide peptidase like 2B
Gene AliasIMP-4
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0001959

UniProtAcc

Q8TCT7


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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
56928SPPL2BLZE7THumanEsophagusESCC1.32e-051.96e-010.0667
56928SPPL2BLZE8THumanEsophagusESCC2.04e-051.55e-010.067
56928SPPL2BLZE20THumanEsophagusESCC3.64e-037.29e-020.0662
56928SPPL2BLZE22THumanEsophagusESCC1.01e-031.87e-010.068
56928SPPL2BLZE24THumanEsophagusESCC9.22e-162.63e-010.0596
56928SPPL2BLZE21THumanEsophagusESCC3.34e-031.47e-010.0655
56928SPPL2BP1T-EHumanEsophagusESCC3.46e-092.61e-010.0875
56928SPPL2BP2T-EHumanEsophagusESCC3.73e-102.10e-010.1177
56928SPPL2BP4T-EHumanEsophagusESCC2.24e-101.87e-010.1323
56928SPPL2BP5T-EHumanEsophagusESCC8.79e-076.87e-020.1327
56928SPPL2BP8T-EHumanEsophagusESCC1.04e-041.68e-010.0889
56928SPPL2BP9T-EHumanEsophagusESCC1.04e-091.93e-010.1131
56928SPPL2BP10T-EHumanEsophagusESCC2.07e-173.42e-010.116
56928SPPL2BP11T-EHumanEsophagusESCC3.67e-082.02e-010.1426
56928SPPL2BP12T-EHumanEsophagusESCC2.61e-193.21e-010.1122
56928SPPL2BP15T-EHumanEsophagusESCC4.83e-203.11e-010.1149
56928SPPL2BP16T-EHumanEsophagusESCC1.55e-102.60e-010.1153
56928SPPL2BP17T-EHumanEsophagusESCC2.34e-062.34e-010.1278
56928SPPL2BP19T-EHumanEsophagusESCC1.16e-052.47e-010.1662
56928SPPL2BP20T-EHumanEsophagusESCC2.81e-121.49e-010.1124
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00607595EsophagusESCCregulation of response to cytokine stimulus103/8552162/187233.14e-063.53e-05103
GO:003320914EsophagusESCCtumor necrosis factor-mediated signaling pathway67/855299/187237.87e-067.72e-0567
GO:00019595EsophagusESCCregulation of cytokine-mediated signaling pathway95/8552150/187239.48e-069.04e-0595
GO:003461220EsophagusESCCresponse to tumor necrosis factor149/8552253/187231.47e-051.33e-04149
GO:007135620EsophagusESCCcellular response to tumor necrosis factor132/8552229/187231.69e-041.11e-03132
GO:00065095EsophagusESCCmembrane protein ectodomain proteolysis31/855243/187234.04e-042.30e-0331
GO:00336195EsophagusESCCmembrane protein proteolysis39/855257/187234.34e-042.44e-0339
GO:00108033EsophagusESCCregulation of tumor necrosis factor-mediated signaling pathway31/855247/187234.01e-031.62e-0231
GO:00336197ThyroidPTCmembrane protein proteolysis36/596857/187231.16e-061.69e-0536
GO:000650913ThyroidPTCmembrane protein ectodomain proteolysis27/596843/187232.96e-052.85e-0427
GO:0034612111ThyroidPTCresponse to tumor necrosis factor109/5968253/187231.08e-048.69e-04109
GO:0071356111ThyroidPTCcellular response to tumor necrosis factor96/5968229/187238.24e-045.10e-0396
GO:00607597ThyroidPTCregulation of response to cytokine stimulus70/5968162/187231.54e-038.58e-0370
GO:00019596ThyroidPTCregulation of cytokine-mediated signaling pathway64/5968150/187233.43e-031.66e-0264
GO:003320916ThyroidPTCtumor necrosis factor-mediated signaling pathway44/596899/187235.77e-032.60e-0244
GO:003361914ThyroidATCmembrane protein proteolysis35/629357/187231.58e-051.46e-0435
GO:003461228ThyroidATCresponse to tumor necrosis factor116/6293253/187233.22e-052.68e-04116
GO:000650922ThyroidATCmembrane protein ectodomain proteolysis27/629343/187238.44e-056.30e-0427
GO:006075912ThyroidATCregulation of response to cytokine stimulus76/6293162/187232.92e-041.85e-0376
GO:000195912ThyroidATCregulation of cytokine-mediated signaling pathway71/6293150/187233.28e-042.04e-0371
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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
SPPL2BSNVMissense_Mutationrs372155490c.665N>Tp.Thr222Metp.T222MQ8TCT7protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-A1-A0SK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SPPL2BdeletionFrame_Shift_Delnovelc.383delGp.Gly128ValfsTer32p.G128Vfs*32Q8TCT7protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SPPL2BSNVMissense_Mutationnovelc.1114N>Tp.Ser372Cysp.S372CQ8TCT7protein_codingdeleterious(0.04)benign(0.125)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
SPPL2BSNVMissense_Mutationnovelc.267G>Tp.Gln89Hisp.Q89HQ8TCT7protein_codingdeleterious(0.04)possibly_damaging(0.827)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SPPL2BSNVMissense_Mutationnovelc.1183A>Gp.Met395Valp.M395VQ8TCT7protein_codingtolerated(0.24)benign(0.338)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SPPL2BSNVMissense_Mutationnovelc.139N>Tp.Leu47Phep.L47FQ8TCT7protein_codingtolerated(0.1)benign(0.098)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SPPL2BSNVMissense_Mutationnovelc.995T>Cp.Phe332Serp.F332SQ8TCT7protein_codingdeleterious(0.01)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SPPL2BSNVMissense_Mutationnovelc.341N>Ap.Gly114Glup.G114EQ8TCT7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SPPL2BSNVMissense_Mutationnovelc.1444N>Ap.Leu482Metp.L482MQ8TCT7protein_codingdeleterious(0)probably_damaging(0.993)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
SPPL2BSNVMissense_Mutationnovelc.1565N>Gp.Gln522Argp.Q522RQ8TCT7protein_codingtolerated(0.17)benign(0.342)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
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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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