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: SYNRG

Gene summary for SYNRG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYNRG

Gene ID

11276

Gene namesynergin gamma
Gene AliasAP1GBP1
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9UMZ2


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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
11276SYNRGGSM4909292HumanBreastIDC4.09e-025.21e-010.1236
11276SYNRGGSM4909317HumanBreastIDC1.47e-022.41e-010.1355
11276SYNRGGSM4909319HumanBreastIDC2.19e-02-9.67e-030.1563
11276SYNRGNCCBC14HumanBreastDCIS2.20e-156.87e-010.2021
11276SYNRGDCIS2HumanBreastDCIS5.65e-381.94e-010.0085
11276SYNRGLZE4THumanEsophagusESCC8.93e-073.20e-010.0811
11276SYNRGLZE7THumanEsophagusESCC5.05e-136.08e-010.0667
11276SYNRGLZE8THumanEsophagusESCC4.99e-041.92e-010.067
11276SYNRGLZE20THumanEsophagusESCC4.68e-071.99e-010.0662
11276SYNRGLZE22THumanEsophagusESCC3.55e-022.28e-010.068
11276SYNRGLZE24THumanEsophagusESCC2.26e-195.41e-010.0596
11276SYNRGLZE21THumanEsophagusESCC8.21e-052.92e-010.0655
11276SYNRGP1T-EHumanEsophagusESCC1.20e-124.89e-010.0875
11276SYNRGP2T-EHumanEsophagusESCC4.19e-303.86e-010.1177
11276SYNRGP4T-EHumanEsophagusESCC1.23e-163.91e-010.1323
11276SYNRGP5T-EHumanEsophagusESCC2.53e-141.94e-010.1327
11276SYNRGP8T-EHumanEsophagusESCC2.29e-223.75e-010.0889
11276SYNRGP9T-EHumanEsophagusESCC2.65e-101.82e-010.1131
11276SYNRGP10T-EHumanEsophagusESCC1.96e-132.08e-010.116
11276SYNRGP11T-EHumanEsophagusESCC3.50e-144.98e-010.1426
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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
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
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
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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
SYNRGSNVMissense_Mutationnovelc.473N>Ap.Pro158Hisp.P158HQ9UMZ2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
SYNRGSNVMissense_Mutationnovelc.2655T>Ap.Asn885Lysp.N885KQ9UMZ2protein_codingdeleterious_low_confidence(0.02)benign(0.053)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYNRGSNVMissense_Mutationnovelc.366G>Tp.Glu122Aspp.E122DQ9UMZ2protein_codingdeleterious_low_confidence(0)probably_damaging(0.987)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYNRGinsertionFrame_Shift_Insnovelc.1915_1916insGTGAAp.Thr639SerfsTer19p.T639Sfs*19Q9UMZ2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SYNRGinsertionIn_Frame_Insnovelc.1913_1914insAAGACTCTGCATp.Ser638delinsArgArgLeuCysIlep.S638delinsRRLCIQ9UMZ2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SYNRGinsertionNonsense_Mutationnovelc.3570_3571insTGTTACGAGTAGTTCTCTGAATAGACAAATCACTGTTCCTTTGTGGGp.Thr1191CysfsTer4p.T1191Cfs*4Q9UMZ2protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SYNRGinsertionNonsense_Mutationnovelc.1864_1865insAACCAGCAACGTGGGCAGCACAGTGAAGGGTGGACAAAACTCGAp.Ser622Terp.S622*Q9UMZ2protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
SYNRGinsertionFrame_Shift_Insnovelc.383_384insGCCTATTCTCATTGp.Gln129ProfsTer11p.Q129Pfs*11Q9UMZ2protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYNRGinsertionNonsense_Mutationnovelc.3518-1_3518insAGTCGGAGGTTGCAGTGAGCTGAGATCACACCACTGCCCTCCAGCCp.Gly1173GlufsTer8p.G1173Efs*8Q9UMZ2protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
SYNRGSNVMissense_Mutationnovelc.104N>Cp.Ile35Thrp.I35TQ9UMZ2protein_codingdeleterious_low_confidence(0)benign(0.07)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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