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: SPART

Gene summary for SPART

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPART

Gene ID

23111

Gene namespartin
Gene AliasSPG20
Cytomap13q13.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A024RDV9


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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
23111SPARTAEH-subject1HumanEndometriumAEH4.01e-092.24e-01-0.3059
23111SPARTAEH-subject2HumanEndometriumAEH4.40e-031.27e-01-0.2525
23111SPARTAEH-subject3HumanEndometriumAEH1.88e-082.08e-01-0.2576
23111SPARTAEH-subject4HumanEndometriumAEH1.15e-133.66e-01-0.2657
23111SPARTAEH-subject5HumanEndometriumAEH1.85e-092.34e-01-0.2953
23111SPARTEEC-subject1HumanEndometriumEEC1.69e-112.50e-01-0.2682
23111SPARTEEC-subject2HumanEndometriumEEC1.88e-082.12e-01-0.2607
23111SPARTEEC-subject3HumanEndometriumEEC3.99e-061.95e-01-0.2525
23111SPARTEEC-subject4HumanEndometriumEEC1.88e-082.07e-01-0.2571
23111SPARTEEC-subject5HumanEndometriumEEC3.48e-122.27e-01-0.249
23111SPARTGSM5276934HumanEndometriumEEC1.16e-345.68e-01-0.0913
23111SPARTGSM5276935HumanEndometriumEEC4.35e-172.66e-01-0.123
23111SPARTGSM5276937HumanEndometriumEEC9.78e-365.59e-01-0.0897
23111SPARTGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.55e-021.76e-01-0.1869
23111SPARTGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC8.15e-113.39e-01-0.1934
23111SPARTmale-WTAHumanThyroidPTC5.13e-223.34e-010.1037
23111SPARTfemale-WTAHumanThyroidPTC2.08e-022.44e-010.0726
23111SPARTnodule-WTAHumanThyroidgoiters6.09e-093.47e-010.0534
23111SPARTPTC01HumanThyroidPTC2.90e-243.92e-010.1899
23111SPARTPTC03HumanThyroidPTC6.13e-094.03e-010.1784
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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
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:00160499EndometriumAEHcell growth93/2100482/187231.00e-074.99e-0693
GO:003253510EndometriumAEHregulation of cellular component size78/2100383/187231.10e-075.29e-0678
GO:00605607EndometriumAEHdevelopmental growth involved in morphogenesis53/2100234/187234.02e-071.67e-0553
GO:00074098EndometriumAEHaxonogenesis81/2100418/187235.54e-072.12e-0581
GO:00615648EndometriumAEHaxon development88/2100467/187236.39e-072.38e-0588
GO:00518817EndometriumAEHregulation of mitochondrial membrane potential24/210074/187238.97e-073.19e-0524
GO:00071787EndometriumAEHtransmembrane receptor protein serine/threonine kinase signaling pathway67/2100355/187231.28e-052.80e-0467
GO:00015589EndometriumAEHregulation of cell growth75/2100414/187231.79e-053.65e-0475
GO:00485887EndometriumAEHdevelopmental cell growth48/2100234/187232.39e-054.53e-0448
GO:00083616EndometriumAEHregulation of cell size38/2100181/187239.69e-051.40e-0338
GO:00109758EndometriumAEHregulation of neuron projection development75/2100445/187232.01e-042.54e-0375
GO:00459264EndometriumAEHnegative regulation of growth47/2100249/187232.36e-042.84e-0347
GO:00305092EndometriumAEHBMP signaling pathway32/2100152/187233.15e-043.54e-0332
GO:00486387EndometriumAEHregulation of developmental growth58/2100330/187233.45e-043.80e-0358
GO:00303082EndometriumAEHnegative regulation of cell growth36/2100188/187239.15e-048.37e-0336
GO:00717722EndometriumAEHresponse to BMP32/2100165/187231.38e-031.16e-0232
GO:00717732EndometriumAEHcellular response to BMP stimulus32/2100165/187231.38e-031.16e-0232
GO:0061448EndometriumAEHconnective tissue development44/2100252/187231.92e-031.51e-0244
GO:00613872EndometriumAEHregulation of extent of cell growth23/2100110/187232.27e-031.74e-0223
GO:00900922EndometriumAEHregulation of transmembrane receptor protein serine/threonine kinase signaling pathway43/2100256/187234.47e-032.93e-0243
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414420EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa04144110EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa0414424EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa0414434EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
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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
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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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