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: SYNM

Gene summary for SYNM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYNM

Gene ID

23336

Gene namesynemin
Gene AliasDMN
Cytomap15q26.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A075B7B1


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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
23336SYNMGSM4909281HumanBreastIDC4.87e-286.41e-010.21
23336SYNMGSM4909297HumanBreastIDC1.57e-03-1.57e-010.1517
23336SYNMGSM4909299HumanBreastIDC1.59e-449.29e-010.035
23336SYNMGSM4909301HumanBreastIDC3.51e-04-1.58e-010.1577
23336SYNMGSM4909304HumanBreastIDC3.66e-05-1.61e-010.1636
23336SYNMGSM4909309HumanBreastIDC1.31e-054.18e-010.0483
23336SYNMGSM4909311HumanBreastIDC4.94e-03-1.37e-010.1534
23336SYNMGSM4909312HumanBreastIDC1.65e-04-1.61e-010.1552
23336SYNMGSM4909313HumanBreastIDC4.16e-176.54e-010.0391
23336SYNMGSM4909319HumanBreastIDC7.43e-04-1.61e-010.1563
23336SYNMbrca10HumanBreastPrecancer1.36e-04-1.61e-01-0.0029
23336SYNMM1HumanBreastIDC3.22e-02-1.61e-010.1577
23336SYNMNCCBC14HumanBreastDCIS1.58e-04-1.16e-010.2021
23336SYNMNCCBC3HumanBreastDCIS1.94e-125.45e-010.1198
23336SYNMP1HumanBreastIDC8.63e-03-1.27e-010.1527
23336SYNMP2HumanBreastIDC4.28e-02-1.61e-010.21
23336SYNMDCIS2HumanBreastDCIS5.62e-1221.55e+000.0085
23336SYNMP2T-EHumanEsophagusESCC3.07e-071.74e-010.1177
23336SYNMP4T-EHumanEsophagusESCC2.90e-031.05e-010.1323
23336SYNMP5T-EHumanEsophagusESCC1.44e-037.01e-020.1327
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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
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:0045104BreastPrecancerintermediate filament cytoskeleton organization11/108051/187231.26e-042.22e-0311
GO:0045103BreastPrecancerintermediate filament-based process11/108052/187231.52e-042.60e-0311
GO:00451041BreastIDCintermediate filament cytoskeleton organization11/143451/187231.40e-031.44e-0211
GO:00451031BreastIDCintermediate filament-based process11/143452/187231.66e-031.63e-0211
GO:00030125BreastIDCmuscle system process50/1434452/187235.52e-034.05e-0250
GO:00451042BreastDCISintermediate filament cytoskeleton organization11/139051/187231.09e-031.18e-0211
GO:00451032BreastDCISintermediate filament-based process11/139052/187231.29e-031.35e-0211
GO:000301212BreastDCISmuscle system process50/1390452/187233.02e-032.57e-0250
GO:00451035EsophagusESCCintermediate filament-based process32/855252/187231.55e-024.97e-0232
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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
SYNMSNVMissense_Mutationnovelc.2432A>Cp.Asn811Thrp.N811TO15061protein_codingtolerated(0.05)benign(0.105)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYNMSNVMissense_Mutationc.1817G>Ap.Gly606Glup.G606EO15061protein_codingtolerated(0.09)possibly_damaging(0.637)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SYNMSNVMissense_Mutationc.1001N>Gp.Pro334Argp.P334RO15061protein_codingdeleterious(0)probably_damaging(0.978)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYNMSNVMissense_Mutationrs552082607c.2908N>Ap.Ala970Thrp.A970TO15061protein_codingtolerated(0.17)benign(0.259)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SYNMSNVMissense_Mutationrs782418930c.4376N>Tp.Ser1459Leup.S1459LO15061protein_codingdeleterious(0.01)benign(0.285)TCGA-E2-A15T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SYNMSNVMissense_Mutationc.2583N>Gp.Ile861Metp.I861MO15061protein_codingdeleterious(0)probably_damaging(0.984)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
SYNMinsertionNonsense_Mutationnovelc.1426_1427insTTTCAGATAAGTGTTAAATp.Arg476LeufsTer6p.R476Lfs*6O15061protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SYNMinsertionIn_Frame_Insnovelc.1399_1400insCTCAAGGGAGAGGCCCCGTGGTACCCGAGGp.Ile467delinsThrGlnGlyArgGlyProValValProGluValp.I467delinsTQGRGPVVPEVO15061protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYNMinsertionIn_Frame_Insnovelc.4355_4356insAGGAGGp.Ala1452_Pro1453insGlyGlyp.A1452_P1453insGGO15061protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
SYNMinsertionFrame_Shift_Insnovelc.4357_4358insTGAGCGAATGTCATATGAAGGACCCACTGp.Pro1453LeufsTer24p.P1453Lfs*24O15061protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
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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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