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: AP3S1

Gene summary for AP3S1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AP3S1

Gene ID

1176

Gene nameadaptor related protein complex 3 subunit sigma 1
Gene AliasCLAPS3
Cytomap5q22.3-q23.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q92572


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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
1176AP3S1AEH-subject1HumanEndometriumAEH4.24e-09-2.63e-01-0.3059
1176AP3S1AEH-subject2HumanEndometriumAEH4.96e-03-2.63e-01-0.2525
1176AP3S1AEH-subject3HumanEndometriumAEH7.59e-11-2.86e-01-0.2576
1176AP3S1AEH-subject5HumanEndometriumAEH5.69e-05-2.48e-01-0.2953
1176AP3S1EEC-subject1HumanEndometriumEEC1.11e-07-2.44e-01-0.2682
1176AP3S1EEC-subject2HumanEndometriumEEC1.94e-16-3.35e-01-0.2607
1176AP3S1EEC-subject3HumanEndometriumEEC5.69e-28-4.10e-01-0.2525
1176AP3S1EEC-subject4HumanEndometriumEEC2.10e-09-2.83e-01-0.2571
1176AP3S1EEC-subject5HumanEndometriumEEC2.34e-06-2.65e-01-0.249
1176AP3S1GSM5276934HumanEndometriumEEC3.35e-04-2.01e-01-0.0913
1176AP3S1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.04e-22-1.52e-01-0.1869
1176AP3S1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC3.45e-22-1.82e-01-0.1875
1176AP3S1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.37e-29-1.26e-01-0.1883
1176AP3S1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.20e-34-2.54e-01-0.1934
1176AP3S1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.59e-54-8.71e-02-0.1917
1176AP3S1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.24e-34-1.05e-01-0.1916
1176AP3S1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.62e-09-1.91e-01-0.1269
1176AP3S1LZE4THumanEsophagusESCC5.02e-113.33e-010.0811
1176AP3S1LZE5THumanEsophagusESCC3.63e-052.87e-010.0514
1176AP3S1LZE7THumanEsophagusESCC4.66e-061.94e-010.0667
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00474963ThyroidPTCvesicle transport along microtubule24/596847/187234.79e-032.24e-0224
GO:0048193111ThyroidATCGolgi vesicle transport189/6293296/187239.58e-275.05e-24189
GO:005165625ThyroidATCestablishment of organelle localization206/6293390/187232.62e-151.84e-13206
GO:000689219ThyroidATCpost-Golgi vesicle-mediated transport68/6293104/187233.30e-111.10e-0968
GO:000703423ThyroidATCvacuolar transport89/6293157/187232.26e-095.40e-0889
GO:003070532ThyroidATCcytoskeleton-dependent intracellular transport105/6293195/187234.31e-099.70e-08105
GO:190165325ThyroidATCcellular response to peptide173/6293359/187235.87e-091.28e-07173
GO:004343428ThyroidATCresponse to peptide hormone192/6293414/187233.63e-086.70e-07192
GO:0051650110ThyroidATCestablishment of vesicle localization87/6293161/187237.16e-081.25e-0687
GO:001097022ThyroidATCtransport along microtubule83/6293155/187232.38e-073.70e-0683
GO:007137524ThyroidATCcellular response to peptide hormone stimulus138/6293290/187234.90e-077.05e-06138
GO:005164818ThyroidATCvesicle localization91/6293177/187237.21e-079.64e-0691
GO:003286824ThyroidATCresponse to insulin126/6293264/187231.24e-061.59e-05126
GO:003286923ThyroidATCcellular response to insulin stimulus101/6293203/187231.34e-061.69e-05101
GO:007238413ThyroidATCorganelle transport along microtubule48/629385/187231.23e-051.18e-0448
GO:009911112ThyroidATCmicrotubule-based transport91/6293190/187232.97e-052.48e-0491
GO:000828618ThyroidATCinsulin receptor signaling pathway60/6293116/187234.20e-053.40e-0460
GO:000808822ThyroidATCaxo-dendritic transport42/629375/187235.50e-054.24e-0442
GO:009893012ThyroidATCaxonal transport36/629364/187231.62e-041.11e-0336
GO:00080893ThyroidATCanterograde axonal transport26/629350/187235.51e-032.24e-0226
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041424LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa0414211LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414221Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
hsa0414231Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
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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
AP3S1SNVMissense_Mutationc.467N>Ap.Gly156Glup.G156EQ92572protein_codingtolerated(0.26)benign(0.044)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
AP3S1SNVMissense_Mutationc.327N>Cp.Leu109Phep.L109FQ92572protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
AP3S1SNVMissense_Mutationc.572C>Ap.Ser191Tyrp.S191YQ92572protein_codingdeleterious_low_confidence(0.01)benign(0.003)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
AP3S1SNVMissense_Mutationrs200347946c.34G>Ap.Gly12Argp.G12RQ92572protein_codingdeleterious(0.03)possibly_damaging(0.873)TCGA-CM-5868-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilSD
AP3S1SNVMissense_Mutationc.125G>Tp.Arg42Ilep.R42IQ92572protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
AP3S1SNVMissense_Mutationnovelc.137N>Cp.Val46Alap.V46AQ92572protein_codingtolerated(0.15)benign(0.034)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
AP3S1SNVMissense_Mutationnovelc.115N>Ap.Val39Ilep.V39IQ92572protein_codingtolerated(0.18)possibly_damaging(0.576)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AP3S1SNVMissense_Mutationnovelc.208N>Cp.Thr70Prop.T70PQ92572protein_codingdeleterious(0)possibly_damaging(0.651)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AP3S1SNVMissense_Mutationnovelc.119N>Ap.Ser40Tyrp.S40YQ92572protein_codingdeleterious(0)probably_damaging(0.958)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AP3S1SNVMissense_Mutationc.209N>Tp.Thr70Metp.T70MQ92572protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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