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: SPRYD3

Gene summary for SPRYD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRYD3

Gene ID

84926

Gene nameSPRY domain containing 3
Gene AliasSPRYD3
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

A0A024RAX4


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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
84926SPRYD3LZE4THumanEsophagusESCC5.54e-051.65e-010.0811
84926SPRYD3LZE8THumanEsophagusESCC3.76e-062.18e-010.067
84926SPRYD3LZE24THumanEsophagusESCC3.64e-144.04e-010.0596
84926SPRYD3P1T-EHumanEsophagusESCC4.44e-042.91e-010.0875
84926SPRYD3P2T-EHumanEsophagusESCC5.27e-284.65e-010.1177
84926SPRYD3P4T-EHumanEsophagusESCC3.83e-071.39e-010.1323
84926SPRYD3P5T-EHumanEsophagusESCC8.46e-102.16e-010.1327
84926SPRYD3P8T-EHumanEsophagusESCC4.70e-173.36e-010.0889
84926SPRYD3P9T-EHumanEsophagusESCC6.67e-047.83e-020.1131
84926SPRYD3P10T-EHumanEsophagusESCC2.26e-051.09e-010.116
84926SPRYD3P11T-EHumanEsophagusESCC3.81e-165.84e-010.1426
84926SPRYD3P12T-EHumanEsophagusESCC7.68e-172.22e-010.1122
84926SPRYD3P15T-EHumanEsophagusESCC3.70e-132.69e-010.1149
84926SPRYD3P16T-EHumanEsophagusESCC8.46e-183.00e-010.1153
84926SPRYD3P17T-EHumanEsophagusESCC1.55e-114.52e-010.1278
84926SPRYD3P19T-EHumanEsophagusESCC1.64e-158.83e-010.1662
84926SPRYD3P20T-EHumanEsophagusESCC6.74e-214.71e-010.1124
84926SPRYD3P21T-EHumanEsophagusESCC1.95e-306.21e-010.1617
84926SPRYD3P22T-EHumanEsophagusESCC2.66e-102.56e-010.1236
84926SPRYD3P23T-EHumanEsophagusESCC5.60e-174.34e-010.108
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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
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
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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
SPRYD3SNVMissense_Mutationc.826C>Ap.Leu276Metp.L276MQ8NCJ5protein_codingdeleterious(0.03)probably_damaging(0.94)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
SPRYD3SNVMissense_Mutationc.649N>Ap.Glu217Lysp.E217KQ8NCJ5protein_codingdeleterious(0.01)benign(0.017)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SPRYD3SNVMissense_Mutationnovelc.25T>Gp.Phe9Valp.F9VQ8NCJ5protein_codingtolerated_low_confidence(0.13)benign(0.001)TCGA-C8-A12X-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SPRYD3SNVMissense_Mutationnovelc.25N>Gp.Phe9Valp.F9VQ8NCJ5protein_codingtolerated_low_confidence(0.13)benign(0.001)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SPRYD3SNVMissense_Mutationnovelc.448N>Ap.Glu150Lysp.E150KQ8NCJ5protein_codingtolerated(0.81)benign(0.006)TCGA-LQ-A4E4-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolePD
SPRYD3insertionNonsense_Mutationnovelc.123_124insGGAGTAGGGTGAGGTGACCTTAAGTp.Tyr42GlyfsTer4p.Y42Gfs*4Q8NCJ5protein_codingTCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
SPRYD3SNVMissense_Mutationrs758769095c.398N>Ap.Arg133Hisp.R133HQ8NCJ5protein_codingtolerated(0.1)possibly_damaging(0.494)TCGA-EA-A4BA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinCR
SPRYD3SNVMissense_Mutationrs776074767c.215N>Ap.Arg72Glnp.R72QQ8NCJ5protein_codingtolerated(0.38)benign(0.012)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SPRYD3SNVMissense_Mutationc.898N>Ap.Ala300Thrp.A300TQ8NCJ5protein_codingdeleterious(0.02)possibly_damaging(0.836)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SPRYD3SNVMissense_Mutationnovelc.1033N>Ap.Asp345Asnp.D345NQ8NCJ5protein_codingdeleterious(0.05)possibly_damaging(0.63)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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