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: SYTL1

Gene summary for SYTL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYTL1

Gene ID

84958

Gene namesynaptotagmin like 1
Gene AliasJFC1
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8IYJ3


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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
84958SYTL1P61T-EHumanEsophagusESCC1.44e-155.98e-010.099
84958SYTL1P62T-EHumanEsophagusESCC6.78e-631.49e+000.1302
84958SYTL1P65T-EHumanEsophagusESCC1.06e-461.14e+000.0978
84958SYTL1P74T-EHumanEsophagusESCC2.82e-491.65e+000.1479
84958SYTL1P75T-EHumanEsophagusESCC3.53e-521.36e+000.1125
84958SYTL1P76T-EHumanEsophagusESCC3.03e-073.60e-010.1207
84958SYTL1P79T-EHumanEsophagusESCC2.66e-114.77e-010.1154
84958SYTL1P80T-EHumanEsophagusESCC1.99e-199.50e-010.155
84958SYTL1P82T-EHumanEsophagusESCC1.99e-139.53e-010.1072
84958SYTL1P83T-EHumanEsophagusESCC4.40e-301.26e+000.1738
84958SYTL1P84T-EHumanEsophagusESCC1.61e-089.89e-010.0933
84958SYTL1P89T-EHumanEsophagusESCC1.21e-035.74e-010.1752
84958SYTL1P91T-EHumanEsophagusESCC2.67e-071.23e+000.1828
84958SYTL1P104T-EHumanEsophagusESCC6.37e-067.43e-010.0931
84958SYTL1P107T-EHumanEsophagusESCC2.06e-351.04e+000.171
84958SYTL1P127T-EHumanEsophagusESCC8.02e-151.84e-010.0826
84958SYTL1P128T-EHumanEsophagusESCC1.82e-331.53e+000.1241
84958SYTL1P130T-EHumanEsophagusESCC1.28e-381.08e+000.1676
84958SYTL1C04HumanOral cavityOSCC4.06e-107.04e-010.2633
84958SYTL1C21HumanOral cavityOSCC3.59e-401.49e+000.2678
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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
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:00068874Oral cavityEOLPexocytosis60/2218352/187232.32e-031.43e-0260
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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
SYTL1SNVMissense_Mutationc.252C>Gp.Phe84Leup.F84LQ8IYJ3protein_codingdeleterious(0)probably_damaging(0.958)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SYTL1insertionFrame_Shift_Insnovelc.457_458insCCATAGCAGGAAAAATACAp.Glu153AlafsTer10p.E153Afs*10Q8IYJ3protein_codingTCGA-AN-A0XT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SYTL1SNVMissense_Mutationnovelc.1400G>Ap.Arg467Hisp.R467HQ8IYJ3protein_codingtolerated(0.32)benign(0.226)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SYTL1SNVMissense_Mutationnovelc.388G>Cp.Glu130Glnp.E130QQ8IYJ3protein_codingtolerated(0.18)benign(0.134)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
SYTL1SNVMissense_Mutationnovelc.722N>Tp.Ser241Leup.S241LQ8IYJ3protein_codingdeleterious(0)probably_damaging(0.922)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SYTL1SNVMissense_Mutationrs376143341c.949N>Tp.Arg317Cysp.R317CQ8IYJ3protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SYTL1SNVMissense_Mutationrs148530866c.1348N>Ap.Val450Metp.V450MQ8IYJ3protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SYTL1SNVMissense_Mutationc.1136A>Cp.Glu379Alap.E379AQ8IYJ3protein_codingtolerated(0.1)benign(0.039)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SYTL1SNVMissense_Mutationrs774540763c.1462N>Tp.Arg488Cysp.R488CQ8IYJ3protein_codingtolerated(0.06)benign(0.035)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SYTL1SNVMissense_Mutationc.958G>Ap.Ala320Thrp.A320TQ8IYJ3protein_codingtolerated(0.35)benign(0.026)TCGA-CM-6168-01Colorectumcolon 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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