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: SPA17

Gene summary for SPA17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPA17

Gene ID

53340

Gene namesperm autoantigenic protein 17
Gene AliasCT22
Cytomap11q24.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A172Q397


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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
53340SPA17LZE24THumanEsophagusESCC1.32e-022.58e-010.0596
53340SPA17P2T-EHumanEsophagusESCC4.43e-091.70e-010.1177
53340SPA17P4T-EHumanEsophagusESCC2.92e-133.67e-010.1323
53340SPA17P5T-EHumanEsophagusESCC2.38e-111.95e-010.1327
53340SPA17P8T-EHumanEsophagusESCC2.37e-081.18e-010.0889
53340SPA17P11T-EHumanEsophagusESCC2.98e-021.85e-010.1426
53340SPA17P16T-EHumanEsophagusESCC2.35e-081.92e-010.1153
53340SPA17P21T-EHumanEsophagusESCC1.00e-244.75e-010.1617
53340SPA17P22T-EHumanEsophagusESCC1.25e-111.57e-010.1236
53340SPA17P24T-EHumanEsophagusESCC4.61e-091.35e-010.1287
53340SPA17P26T-EHumanEsophagusESCC3.09e-131.71e-010.1276
53340SPA17P27T-EHumanEsophagusESCC4.89e-101.43e-010.1055
53340SPA17P31T-EHumanEsophagusESCC9.25e-182.17e-010.1251
53340SPA17P32T-EHumanEsophagusESCC4.34e-071.69e-010.1666
53340SPA17P37T-EHumanEsophagusESCC9.75e-031.41e-010.1371
53340SPA17P47T-EHumanEsophagusESCC5.39e-035.61e-020.1067
53340SPA17P52T-EHumanEsophagusESCC3.98e-051.55e-010.1555
53340SPA17P54T-EHumanEsophagusESCC9.07e-041.43e-010.0975
53340SPA17P62T-EHumanEsophagusESCC9.45e-234.63e-010.1302
53340SPA17P74T-EHumanEsophagusESCC2.06e-236.50e-010.1479
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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
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:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00991113Oral cavityOSCCmicrotubule-based transport96/7305190/187237.92e-044.27e-0396
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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
SPA17SNVMissense_Mutationc.380N>Ap.Gly127Glup.G127EQ15506protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SPA17SNVMissense_Mutationc.199N>Tp.Arg67Cysp.R67CQ15506protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A7CG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SPA17SNVMissense_Mutationrs866901613c.5C>Tp.Ser2Leup.S2LQ15506protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SPA17SNVMissense_Mutationrs866901613c.5N>Tp.Ser2Leup.S2LQ15506protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPA17SNVMissense_Mutationrs866901613c.5N>Tp.Ser2Leup.S2LQ15506protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SPA17SNVMissense_Mutationrs866901613c.5C>Tp.Ser2Leup.S2LQ15506protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPA17SNVMissense_Mutationnovelc.250N>Tp.Asp84Tyrp.D84YQ15506protein_codingdeleterious(0.02)benign(0.135)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
SPA17SNVMissense_Mutationc.223N>Cp.Glu75Glnp.E75QQ15506protein_codingtolerated(0.45)benign(0.003)TCGA-05-5428-01Lunglung adenocarcinomaMale<65I/IIChemotherapycisplatinCR
SPA17SNVMissense_Mutationc.224N>Cp.Glu75Alap.E75AQ15506protein_codingdeleterious(0.03)benign(0.024)TCGA-05-5428-01Lunglung adenocarcinomaMale<65I/IIChemotherapycisplatinCR
SPA17SNVMissense_Mutationnovelc.422N>Ap.Ser141Asnp.S141NQ15506protein_codingtolerated(0.42)benign(0.039)TCGA-CV-A6JE-01Oral cavityhead & neck squamous cell carcinomaMale>=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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