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: SSPN

Gene summary for SSPN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SSPN

Gene ID

8082

Gene namesarcospan
Gene AliasDAGA5
Cytomap12p12.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q14714


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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
8082SSPNAEH-subject1HumanEndometriumAEH5.19e-10-3.41e-01-0.3059
8082SSPNAEH-subject2HumanEndometriumAEH1.42e-10-3.05e-01-0.2525
8082SSPNAEH-subject3HumanEndometriumAEH1.38e-11-3.84e-01-0.2576
8082SSPNAEH-subject4HumanEndometriumAEH2.64e-11-3.81e-01-0.2657
8082SSPNAEH-subject5HumanEndometriumAEH5.58e-17-4.58e-01-0.2953
8082SSPNEEC-subject1HumanEndometriumEEC9.03e-16-4.13e-01-0.2682
8082SSPNEEC-subject2HumanEndometriumEEC9.68e-17-4.58e-01-0.2607
8082SSPNEEC-subject3HumanEndometriumEEC1.73e-21-4.31e-01-0.2525
8082SSPNEEC-subject4HumanEndometriumEEC3.98e-14-4.27e-01-0.2571
8082SSPNEEC-subject5HumanEndometriumEEC1.21e-15-4.27e-01-0.249
8082SSPNGSM5276934HumanEndometriumEEC1.12e-02-2.22e-01-0.0913
8082SSPNGSM5276935HumanEndometriumEEC4.46e-24-4.79e-01-0.123
8082SSPNGSM5276937HumanEndometriumEEC3.28e-07-2.79e-01-0.0897
8082SSPNGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC6.87e-25-4.61e-01-0.1869
8082SSPNGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.05e-24-4.45e-01-0.1875
8082SSPNGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.39e-27-4.44e-01-0.1883
8082SSPNGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.16e-34-5.05e-01-0.1934
8082SSPNGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC7.96e-31-4.98e-01-0.1917
8082SSPNGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC6.81e-37-5.08e-01-0.1916
8082SSPNGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.12e-20-4.52e-01-0.1269
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:0006936EndometriumAEHmuscle contraction59/2100347/187237.32e-046.99e-0359
GO:000301213EndometriumEECmuscle system process79/2168452/187231.16e-041.55e-0379
GO:00069361EndometriumEECmuscle contraction59/2168347/187231.57e-031.26e-0259
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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
SSPNinsertionNonsense_Mutationnovelc.470_471insGCCCAACATCTGGATGGCAAGTGAAAATGTGATCAGGGTTTAAGAAp.Thr158ProfsTer14p.T158Pfs*14Q14714protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
SSPNinsertionNonsense_Mutationnovelc.420_421insCAGTGAp.Val140_Ala141insGlnTerp.V140_A141insQ*Q14714protein_codingTCGA-A8-A0A6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinCR
SSPNinsertionIn_Frame_Insnovelc.422_423insTGAGATCAAGCCACTGCACTCTGTp.Ala141_Phe142insGluIleLysProLeuHisSerValp.A141_F142insEIKPLHSVQ14714protein_codingTCGA-A8-A0A6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinCR
SSPNSNVMissense_Mutationc.521N>Tp.Arg174Metp.R174MQ14714protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SSPNSNVMissense_Mutationnovelc.457T>Cp.Phe153Leup.F153LQ14714protein_codingtolerated(0.14)benign(0.009)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SSPNSNVMissense_Mutationnovelc.421N>Ap.Ala141Thrp.A141TQ14714protein_codingdeleterious(0)probably_damaging(0.976)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SSPNSNVMissense_Mutationnovelc.313N>Tp.Leu105Phep.L105FQ14714protein_codingtolerated(0.19)probably_damaging(0.946)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SSPNSNVMissense_Mutationnovelc.709N>Ap.Glu237Lysp.E237KQ14714protein_codingtolerated(0.08)benign(0)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SSPNSNVMissense_Mutationnovelc.337N>Ap.Glu113Lysp.E113KQ14714protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SSPNSNVMissense_Mutationnovelc.451A>Gp.Thr151Alap.T151AQ14714protein_codingtolerated(0.15)benign(0.003)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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