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: SYAP1

Gene summary for SYAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYAP1

Gene ID

94056

Gene namesynapse associated protein 1
Gene AliasBSTA
CytomapXp22.2
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q96A49


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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
94056SYAP1P1HumanBreastIDC1.25e-151.94e-010.1527
94056SYAP1DCIS2HumanBreastDCIS2.44e-481.18e-010.0085
94056SYAP1HTA11_2487_2000001011HumanColorectumSER4.30e-135.16e-01-0.1808
94056SYAP1HTA11_1938_2000001011HumanColorectumAD8.98e-126.15e-01-0.0811
94056SYAP1HTA11_78_2000001011HumanColorectumAD1.31e-053.96e-01-0.1088
94056SYAP1HTA11_347_2000001011HumanColorectumAD5.42e-328.22e-01-0.1954
94056SYAP1HTA11_3361_2000001011HumanColorectumAD9.06e-052.94e-01-0.1207
94056SYAP1HTA11_83_2000001011HumanColorectumSER2.45e-023.25e-01-0.1526
94056SYAP1HTA11_696_2000001011HumanColorectumAD1.74e-084.84e-01-0.1464
94056SYAP1HTA11_1391_2000001011HumanColorectumAD3.51e-115.80e-01-0.059
94056SYAP1HTA11_2992_2000001011HumanColorectumSER1.90e-035.55e-01-0.1706
94056SYAP1HTA11_546_2000001011HumanColorectumAD2.68e-054.44e-01-0.0842
94056SYAP1HTA11_99999965104_69814HumanColorectumMSS4.58e-116.68e-010.281
94056SYAP1HTA11_99999971662_82457HumanColorectumMSS2.26e-095.46e-010.3859
94056SYAP1HTA11_99999973899_84307HumanColorectumMSS4.49e-065.28e-010.2585
94056SYAP1HTA11_99999974143_84620HumanColorectumMSS3.99e-043.48e-010.3005
94056SYAP1A015-C-203HumanColorectumFAP8.06e-04-9.70e-02-0.1294
94056SYAP1A015-C-104HumanColorectumFAP6.96e-05-1.44e-01-0.1899
94056SYAP1A002-C-016HumanColorectumFAP4.75e-04-9.52e-020.0521
94056SYAP1A002-C-116HumanColorectumFAP1.81e-04-3.41e-02-0.0452
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00454444BreastPrecancerfat cell differentiation26/1080229/187237.60e-049.04e-0326
GO:00336749BreastPrecancerpositive regulation of kinase activity42/1080467/187232.94e-032.54e-0242
GO:00713647BreastPrecancercellular response to epidermal growth factor stimulus8/108045/187233.82e-033.06e-028
GO:00456003BreastPrecancerpositive regulation of fat cell differentiation10/108066/187234.34e-033.39e-0210
GO:00708497BreastPrecancerresponse to epidermal growth factor8/108049/187236.53e-034.51e-028
GO:00434348BreastIDCresponse to peptide hormone54/1434414/187238.25e-051.61e-0354
GO:007136413BreastIDCcellular response to epidermal growth factor stimulus11/143445/187234.57e-046.13e-0311
GO:007084913BreastIDCresponse to epidermal growth factor11/143449/187239.88e-041.11e-0211
GO:004544412BreastIDCfat cell differentiation30/1434229/187232.72e-032.41e-0230
GO:004560011BreastIDCpositive regulation of fat cell differentiation12/143466/187233.99e-033.23e-0212
GO:00328687BreastIDCresponse to insulin32/1434264/187236.61e-034.62e-0232
GO:00328697BreastIDCcellular response to insulin stimulus26/1434203/187236.74e-034.68e-0226
GO:004343414BreastDCISresponse to peptide hormone52/1390414/187231.33e-042.28e-0352
GO:007136422BreastDCIScellular response to epidermal growth factor stimulus10/139045/187231.43e-031.46e-0210
GO:004544421BreastDCISfat cell differentiation30/1390229/187231.70e-031.68e-0230
GO:007084922BreastDCISresponse to epidermal growth factor10/139049/187232.80e-032.43e-0210
GO:004560021BreastDCISpositive regulation of fat cell differentiation12/139066/187233.10e-032.63e-0212
GO:003286813BreastDCISresponse to insulin32/1390264/187234.20e-033.31e-0232
GO:003286913BreastDCIScellular response to insulin stimulus26/1390203/187234.53e-033.47e-0226
GO:0032868ColorectumADresponse to insulin91/3918264/187232.02e-078.48e-0691
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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
SYAP1SNVMissense_Mutationc.910N>Cp.Glu304Glnp.E304QQ96A49protein_codingtolerated(0.11)benign(0.003)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYAP1SNVMissense_Mutationnovelc.371N>Cp.Val124Alap.V124AQ96A49protein_codingdeleterious(0)benign(0.342)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
SYAP1SNVMissense_Mutationnovelc.701G>Cp.Arg234Thrp.R234TQ96A49protein_codingtolerated(0.63)benign(0.024)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SYAP1SNVMissense_Mutationc.912N>Tp.Glu304Aspp.E304DQ96A49protein_codingtolerated(0.24)benign(0)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SYAP1SNVMissense_Mutationrs140529370c.454N>Tp.Arg152Cysp.R152CQ96A49protein_codingdeleterious(0)probably_damaging(0.994)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
SYAP1SNVMissense_Mutationc.920N>Tp.Ala307Valp.A307VQ96A49protein_codingtolerated(0.27)benign(0)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
SYAP1SNVMissense_Mutationnovelc.257C>Tp.Ser86Phep.S86FQ96A49protein_codingdeleterious(0)benign(0.326)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SYAP1SNVMissense_Mutationc.565N>Ap.Val189Ilep.V189IQ96A49protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SYAP1SNVMissense_Mutationrs140529370c.454N>Tp.Arg152Cysp.R152CQ96A49protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SYAP1SNVMissense_Mutationc.1056N>Gp.Asn352Lysp.N352KQ96A49protein_codingdeleterious(0.01)possibly_damaging(0.63)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
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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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