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: GSAP

Gene summary for GSAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GSAP

Gene ID

54103

Gene namegamma-secretase activating protein
Gene AliasPION
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A4D1B5


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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
54103GSAPRNA-P25T1-P25T1-1HumanLungAIS7.77e-125.64e-01-0.2116
54103GSAPRNA-P25T1-P25T1-2HumanLungAIS1.06e-067.32e-01-0.1941
54103GSAPRNA-P25T1-P25T1-3HumanLungAIS1.03e-046.38e-01-0.2107
54103GSAPRNA-P25T1-P25T1-4HumanLungAIS2.79e-095.59e-01-0.2119
54103GSAPRNA-P6T2-P6T2-1HumanLungIAC1.46e-227.12e-01-0.0166
54103GSAPRNA-P6T2-P6T2-2HumanLungIAC1.68e-206.76e-01-0.0132
54103GSAPRNA-P6T2-P6T2-3HumanLungIAC2.87e-287.25e-01-0.013
54103GSAPRNA-P6T2-P6T2-4HumanLungIAC1.48e-166.08e-01-0.0121
54103GSAPC21HumanOral cavityOSCC8.80e-205.09e-010.2678
54103GSAPC38HumanOral cavityOSCC1.04e-044.69e-010.172
54103GSAPC46HumanOral cavityOSCC1.26e-173.95e-010.1673
54103GSAPC08HumanOral cavityOSCC1.42e-092.36e-010.1919
54103GSAPLN46HumanOral cavityOSCC5.13e-125.14e-010.1666
54103GSAPHTA12-23-1HumanPancreasPDAC1.57e-024.56e-010.3405
54103GSAPHTA12-26-1HumanPancreasPDAC2.11e-146.70e-010.3728
54103GSAPHTA12-29-1HumanPancreasPDAC2.35e-215.28e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00342508LungIACpositive regulation of cellular amide metabolic process34/2061162/187231.55e-042.82e-0334
GO:003425013LungAISpositive regulation of cellular amide metabolic process31/1849162/187232.41e-044.78e-0331
GO:003425019Oral cavityOSCCpositive regulation of cellular amide metabolic process115/7305162/187231.28e-161.05e-14115
GO:00429873Oral cavityOSCCamyloid precursor protein catabolic process40/730568/187237.28e-043.98e-0340
GO:00429823Oral cavityOSCCamyloid precursor protein metabolic process52/730595/187231.33e-036.62e-0352
GO:00504353Oral cavityOSCCamyloid-beta metabolic process36/730567/187231.01e-023.51e-0236
GO:00342052Oral cavityOSCCamyloid-beta formation31/730557/187231.32e-024.38e-0231
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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
GSAPSNVMissense_Mutationnovelc.757G>Ap.Asp253Asnp.D253NA4D1B5protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-AC-A6NO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GSAPSNVMissense_Mutationc.487N>Gp.Leu163Valp.L163VA4D1B5protein_codingtolerated(0.92)benign(0.058)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GSAPSNVMissense_Mutationrs372119431c.205G>Ap.Val69Ilep.V69IA4D1B5protein_codingtolerated(0.39)benign(0.039)TCGA-C8-A1HI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
GSAPSNVMissense_Mutationc.2351T>Gp.Leu784Argp.L784RA4D1B5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
GSAPSNVMissense_Mutationc.424N>Gp.Leu142Valp.L142VA4D1B5protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-E2-A14Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
GSAPSNVMissense_Mutationrs752244308c.2192N>Cp.Val731Alap.V731AA4D1B5protein_codingtolerated(0.09)benign(0.301)TCGA-E2-A155-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GSAPSNVMissense_Mutationnovelc.1134G>Ap.Met378Ilep.M378IA4D1B5protein_codingtolerated(0.21)benign(0)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
GSAPinsertionFrame_Shift_Insnovelc.1856_1857insTp.Leu619PhefsTer13p.L619Ffs*13A4D1B5protein_codingTCGA-A2-A0T1-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyherceptinSD
GSAPinsertionNonsense_Mutationnovelc.967_968insTTTAATCTGTGGTCTTTAGCGTGTGGAGAGGp.Thr323IlefsTer2p.T323Ifs*2A4D1B5protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
GSAPdeletionFrame_Shift_Delnovelc.2517delNp.Phe839LeufsTer2p.F839Lfs*2A4D1B5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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