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: AP1S3

Gene summary for AP1S3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AP1S3

Gene ID

130340

Gene nameadaptor related protein complex 1 subunit sigma 3
Gene AliasPSORS15
Cytomap2q36.1
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

Q96PC3


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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
130340AP1S3P4T-EHumanEsophagusESCC1.27e-031.28e-010.1323
130340AP1S3P5T-EHumanEsophagusESCC6.69e-101.97e-010.1327
130340AP1S3P8T-EHumanEsophagusESCC1.82e-041.09e-010.0889
130340AP1S3P10T-EHumanEsophagusESCC1.86e-023.43e-020.116
130340AP1S3P12T-EHumanEsophagusESCC6.13e-061.45e-010.1122
130340AP1S3P15T-EHumanEsophagusESCC1.10e-061.80e-010.1149
130340AP1S3P21T-EHumanEsophagusESCC1.09e-082.00e-010.1617
130340AP1S3P23T-EHumanEsophagusESCC2.20e-039.04e-020.108
130340AP1S3P24T-EHumanEsophagusESCC1.05e-081.31e-010.1287
130340AP1S3P26T-EHumanEsophagusESCC5.76e-081.77e-010.1276
130340AP1S3P27T-EHumanEsophagusESCC1.41e-058.09e-020.1055
130340AP1S3P28T-EHumanEsophagusESCC2.29e-132.28e-010.1149
130340AP1S3P31T-EHumanEsophagusESCC2.06e-022.22e-020.1251
130340AP1S3P32T-EHumanEsophagusESCC4.25e-023.05e-020.1666
130340AP1S3P39T-EHumanEsophagusESCC7.21e-036.66e-020.0894
130340AP1S3P49T-EHumanEsophagusESCC1.52e-055.95e-010.1768
130340AP1S3P52T-EHumanEsophagusESCC2.07e-021.32e-010.1555
130340AP1S3P54T-EHumanEsophagusESCC5.56e-038.09e-020.0975
130340AP1S3P57T-EHumanEsophagusESCC1.89e-097.93e-020.0926
130340AP1S3P62T-EHumanEsophagusESCC8.75e-059.11e-020.1302
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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
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
∗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:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05170210EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa0517038EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa051709LiverHCCHuman immunodeficiency virus 1 infection125/4020212/84654.51e-041.94e-031.08e-03125
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa0517012LiverHCCHuman immunodeficiency virus 1 infection125/4020212/84654.51e-041.94e-031.08e-03125
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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
AP1S3SNVMissense_Mutationc.24C>Ap.Phe8Leup.F8LQ96PC3protein_codingtolerated(0.3)benign(0.203)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AP1S3SNVMissense_Mutationrs750870128c.49N>Ap.Gln17Lysp.Q17KQ96PC3protein_codingtolerated(0.2)benign(0.295)TCGA-B6-A1KI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AP1S3SNVMissense_Mutationrs750870128c.49N>Ap.Gln17Lysp.Q17KQ96PC3protein_codingtolerated(0.2)benign(0.295)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
AP1S3SNVMissense_Mutationc.406N>Ap.Glu136Lysp.E136KQ96PC3protein_codingtolerated(0.26)benign(0.055)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AP1S3SNVMissense_Mutationrs775010779c.256C>Tp.Arg86Cysp.R86CQ96PC3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AP1S3SNVMissense_Mutationc.340N>Ap.Leu114Metp.L114MQ96PC3protein_codingdeleterious(0.02)probably_damaging(0.983)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
AP1S3SNVMissense_Mutationc.115N>Tp.Ile39Phep.I39FQ96PC3protein_codingdeleterious(0)possibly_damaging(0.647)TCGA-DM-A1HA-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
AP1S3SNVMissense_Mutationc.364N>Ap.Glu122Lysp.E122KQ96PC3protein_codingdeleterious(0.03)possibly_damaging(0.743)TCGA-G4-6315-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
AP1S3SNVMissense_Mutationrs370314390c.239N>Tp.Thr80Metp.T80MQ96PC3protein_codingdeleterious(0.03)benign(0.405)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
AP1S3SNVMissense_Mutationrs755623874c.44N>Ap.Arg15Glnp.R15QQ96PC3protein_codingdeleterious(0.02)probably_damaging(0.929)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<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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