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: SPRY1

Gene summary for SPRY1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRY1

Gene ID

10252

Gene namesprouty RTK signaling antagonist 1
Gene AliashSPRY1
Cytomap4q28.1
Gene Typeprotein-coding
GO ID

GO:0000132

UniProtAcc

O43609


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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
10252SPRY1P2T-EHumanEsophagusESCC1.76e-039.17e-020.1177
10252SPRY1P4T-EHumanEsophagusESCC2.13e-056.44e-020.1323
10252SPRY1P8T-EHumanEsophagusESCC1.60e-185.60e-010.0889
10252SPRY1P10T-EHumanEsophagusESCC2.27e-143.75e-010.116
10252SPRY1P12T-EHumanEsophagusESCC3.58e-072.98e-010.1122
10252SPRY1P15T-EHumanEsophagusESCC4.38e-041.18e-010.1149
10252SPRY1P16T-EHumanEsophagusESCC4.31e-149.95e-020.1153
10252SPRY1P22T-EHumanEsophagusESCC4.35e-02-5.14e-020.1236
10252SPRY1P23T-EHumanEsophagusESCC2.63e-023.52e-010.108
10252SPRY1P26T-EHumanEsophagusESCC4.40e-111.50e-010.1276
10252SPRY1P48T-EHumanEsophagusESCC9.51e-053.32e-020.0959
10252SPRY1P56T-EHumanEsophagusESCC8.73e-043.48e-010.1613
10252SPRY1P57T-EHumanEsophagusESCC9.14e-073.85e-010.0926
10252SPRY1P61T-EHumanEsophagusESCC3.40e-149.89e-020.099
10252SPRY1P65T-EHumanEsophagusESCC1.02e-022.37e-010.0978
10252SPRY1P75T-EHumanEsophagusESCC9.94e-101.26e-010.1125
10252SPRY1P76T-EHumanEsophagusESCC2.31e-062.92e-010.1207
10252SPRY1P79T-EHumanEsophagusESCC1.03e-329.52e-010.1154
10252SPRY1P130T-EHumanEsophagusESCC1.43e-125.84e-020.1676
10252SPRY1C43HumanOral cavityOSCC1.30e-03-3.36e-020.1704
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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
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:00703735Oral cavityOSCCnegative regulation of ERK1 and ERK2 cascade43/730578/187232.80e-031.22e-0243
GO:00604256Oral cavityOSCClung morphogenesis29/730550/187235.01e-031.96e-0229
GO:00605629Oral cavityOSCCepithelial tube morphogenesis149/7305325/187236.73e-032.50e-02149
GO:0051294Oral cavityOSCCestablishment of spindle orientation22/730537/187239.34e-033.34e-0222
GO:00703716Oral cavityOSCCERK1 and ERK2 cascade150/7305330/187239.47e-033.38e-02150
GO:00516532Oral cavityOSCCspindle localization31/730556/187239.53e-033.39e-0231
GO:00465788Oral cavityOSCCregulation of Ras protein signal transduction90/7305189/187239.58e-033.40e-0290
GO:0040001Oral cavityOSCCestablishment of mitotic spindle localization21/730535/187239.58e-033.40e-0221
GO:00703724Oral cavityOSCCregulation of ERK1 and ERK2 cascade140/7305309/187231.34e-024.46e-02140
GO:00487627Oral cavityOSCCmesenchymal cell differentiation109/7305236/187231.43e-024.69e-02109
GO:00381792Oral cavityOSCCneurotrophin signaling pathway21/730536/187231.46e-024.76e-0221
GO:005165615Oral cavityLPestablishment of organelle localization147/4623390/187236.01e-092.46e-07147
GO:0051348110Oral cavityLPnegative regulation of transferase activity106/4623268/187234.60e-081.61e-06106
GO:190285014Oral cavityLPmicrotubule cytoskeleton organization involved in mitosis63/4623147/187239.97e-072.50e-0563
GO:0010563110Oral cavityLPnegative regulation of phosphorus metabolic process153/4623442/187231.47e-063.53e-05153
GO:0045936110Oral cavityLPnegative regulation of phosphate metabolic process152/4623441/187232.10e-064.77e-05152
GO:0042326110Oral cavityLPnegative regulation of phosphorylation131/4623385/187232.10e-053.46e-04131
GO:003367318Oral cavityLPnegative regulation of kinase activity86/4623237/187234.19e-056.07e-0486
GO:0001933110Oral cavityLPnegative regulation of protein phosphorylation117/4623342/187234.34e-056.22e-04117
GO:000646919Oral cavityLPnegative regulation of protein kinase activity78/4623212/187235.45e-057.55e-0478
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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
SPRY1SNVMissense_Mutationc.510N>Cp.Leu170Phep.L170FO43609protein_codingtolerated(0.13)benign(0.261)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SPRY1SNVMissense_Mutationnovelc.5A>Gp.Asp2Glyp.D2GO43609protein_codingdeleterious(0)benign(0.025)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPRY1SNVMissense_Mutationc.593N>Cp.Leu198Prop.L198PO43609protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPRY1SNVMissense_Mutationc.874N>Tp.Arg292Cysp.R292CO43609protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A1XJ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
SPRY1insertionNonsense_Mutationnovelc.806_807insAGTGGAGAATGGACATTTCTTTTTCTTTTCATTp.Cys269delinsTerp.C269delins*O43609protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SPRY1SNVMissense_Mutationc.703N>Ap.Asp235Asnp.D235NO43609protein_codingdeleterious(0)probably_damaging(0.963)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SPRY1SNVMissense_Mutationc.669N>Gp.Cys223Trpp.C223WO43609protein_codingdeleterious(0)probably_damaging(0.998)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SPRY1SNVMissense_Mutationc.12A>Cp.Gln4Hisp.Q4HO43609protein_codingtolerated(0.11)benign(0.172)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SPRY1SNVMissense_Mutationc.287A>Gp.His96Argp.H96RO43609protein_codingtolerated(0.47)benign(0.027)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SPRY1SNVMissense_Mutationnovelc.836N>Tp.Cys279Phep.C279FO43609protein_codingdeleterious(0.02)probably_damaging(0.987)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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