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: SPATA33

Gene summary for SPATA33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPATA33

Gene ID

124045

Gene namespermatogenesis associated 33
Gene AliasC16orf55
Cytomap16q24.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96N06


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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
124045SPATA33LZE4THumanEsophagusESCC3.78e-082.37e-010.0811
124045SPATA33LZE5THumanEsophagusESCC1.54e-042.94e-010.0514
124045SPATA33LZE7THumanEsophagusESCC3.98e-062.87e-010.0667
124045SPATA33LZE8THumanEsophagusESCC6.71e-041.64e-010.067
124045SPATA33LZE22THumanEsophagusESCC1.57e-022.08e-010.068
124045SPATA33LZE24THumanEsophagusESCC6.88e-123.28e-010.0596
124045SPATA33LZE21THumanEsophagusESCC9.73e-052.63e-010.0655
124045SPATA33LZE6THumanEsophagusESCC1.71e-051.90e-010.0845
124045SPATA33P1T-EHumanEsophagusESCC1.05e-093.34e-010.0875
124045SPATA33P2T-EHumanEsophagusESCC2.35e-122.66e-010.1177
124045SPATA33P4T-EHumanEsophagusESCC9.47e-142.65e-010.1323
124045SPATA33P5T-EHumanEsophagusESCC5.18e-102.71e-010.1327
124045SPATA33P8T-EHumanEsophagusESCC1.66e-072.43e-010.0889
124045SPATA33P9T-EHumanEsophagusESCC4.01e-041.21e-010.1131
124045SPATA33P10T-EHumanEsophagusESCC1.45e-122.81e-010.116
124045SPATA33P11T-EHumanEsophagusESCC1.72e-041.63e-010.1426
124045SPATA33P12T-EHumanEsophagusESCC8.17e-133.00e-010.1122
124045SPATA33P15T-EHumanEsophagusESCC3.16e-132.43e-010.1149
124045SPATA33P16T-EHumanEsophagusESCC9.76e-061.73e-010.1153
124045SPATA33P17T-EHumanEsophagusESCC3.47e-144.82e-010.1278
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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
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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
SPATA33SNVMissense_Mutationrs368742617c.281N>Tp.Ala94Valp.A94VQ96N06protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
SPATA33insertionFrame_Shift_Insnovelc.385dupAp.Ser129LysfsTer7p.S129Kfs*7Q96N06protein_codingTCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
SPATA33SNVMissense_Mutationrs751571842c.203N>Tp.Ser68Leup.S68LQ96N06protein_codingtolerated(0.28)benign(0.009)TCGA-86-8674-01Lunglung adenocarcinomaMale<65I/IIChemotherapyvinblastinePD
SPATA33SNVMissense_Mutationnovelc.51N>Cp.Lys17Asnp.K17NQ96N06protein_codingdeleterious(0.04)possibly_damaging(0.66)TCGA-P3-A5Q5-01Oral 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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