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: SYNE1

Gene summary for SYNE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYNE1

Gene ID

23345

Gene namespectrin repeat containing nuclear envelope protein 1
Gene Alias8B
Cytomap6q25.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4E3R1


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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
23345SYNE1TD9HumanLungIAC4.73e-079.61e-010.088
23345SYNE1RNA-P10T1-P10T1-4HumanLungAIS1.40e-021.39e+00-0.1173
23345SYNE1RNA-P10T2-P10T2-1HumanLungAAH9.97e-071.15e+00-0.1271
23345SYNE1RNA-P10T2-P10T2-2HumanLungAAH9.61e-049.08e-01-0.1406
23345SYNE1RNA-P10T2-P10T2-3HumanLungAAH3.19e-041.02e+00-0.1408
23345SYNE1RNA-P17T-P17T-2HumanLungIAC9.10e-054.19e-010.3371
23345SYNE1RNA-P17T-P17T-4HumanLungIAC2.89e-043.21e-010.343
23345SYNE1RNA-P17T-P17T-6HumanLungIAC5.10e-073.63e-010.3385
23345SYNE1RNA-P17T-P17T-8HumanLungIAC4.35e-031.32e-010.3329
23345SYNE1RNA-P23T2-P23T2-1HumanLungMIAC1.94e-041.13e+00-0.037
23345SYNE1RNA-P25T1-P25T1-1HumanLungAIS5.47e-221.01e+00-0.2116
23345SYNE1RNA-P25T1-P25T1-2HumanLungAIS5.12e-121.10e+00-0.1941
23345SYNE1RNA-P25T1-P25T1-3HumanLungAIS9.83e-109.36e-01-0.2107
23345SYNE1RNA-P25T1-P25T1-4HumanLungAIS7.67e-239.81e-01-0.2119
23345SYNE1RNA-P6T1-P6T1-1HumanLungMIAC1.20e-028.71e-01-0.0238
23345SYNE1RNA-P6T1-P6T1-2HumanLungMIAC2.46e-079.90e-01-0.0186
23345SYNE1RNA-P6T1-P6T1-3HumanLungMIAC1.30e-051.13e+00-0.0296
23345SYNE1RNA-P6T1-P6T1-4HumanLungMIAC1.09e-069.18e-01-0.0263
23345SYNE1RNA-P6T2-P6T2-1HumanLungIAC1.54e-256.72e-01-0.0166
23345SYNE1RNA-P6T2-P6T2-2HumanLungIAC5.21e-266.75e-01-0.0132
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00512357LungIACmaintenance of location58/2061327/187231.66e-042.96e-0358
GO:0042692LungIACmuscle cell differentiation65/2061384/187232.75e-044.54e-0365
GO:00070303LungIACGolgi organization32/2061157/187234.13e-046.22e-0332
GO:00345047LungIACprotein localization to nucleus50/2061290/187238.71e-041.11e-0250
GO:00516518LungIACmaintenance of location in cell39/2061214/187231.07e-031.26e-0239
GO:00325075LungIACmaintenance of protein location in cell15/206165/187234.02e-033.30e-0215
GO:00451858LungIACmaintenance of protein location19/206194/187236.26e-034.48e-0219
GO:005123512LungAISmaintenance of location55/1849327/187235.93e-051.65e-0355
GO:005165113LungAISmaintenance of location in cell39/1849214/187231.23e-042.81e-0339
GO:000703011LungAISGolgi organization30/1849157/187233.09e-045.63e-0330
GO:00426921LungAISmuscle cell differentiation58/1849384/187237.00e-041.03e-0258
GO:003250713LungAISmaintenance of protein location in cell15/184965/187231.39e-031.70e-0215
GO:004518513LungAISmaintenance of protein location19/184994/187231.88e-032.08e-0219
GO:005165122LungAAHmaintenance of location in cell17/613214/187237.07e-042.55e-0217
GO:005123522LungAAHmaintenance of location22/613327/187231.20e-033.33e-0222
GO:00426922LungMIACmuscle cell differentiation39/967384/187234.51e-052.36e-0339
GO:000703021LungMIACGolgi organization18/967157/187231.27e-032.37e-0218
GO:003450410ProstateBPHprotein localization to nucleus98/3107290/187234.78e-134.35e-1198
GO:004518518ProstateBPHmaintenance of protein location35/310794/187231.16e-062.07e-0535
GO:00325079ProstateBPHmaintenance of protein location in cell27/310765/187231.65e-062.78e-0527
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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
SYNE1SNVMissense_Mutationc.3959N>Tp.Thr1320Ilep.T1320IQ8NF91protein_codingbenign(0.367)TCGA-A1-A0SD-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYNE1SNVMissense_Mutationc.26132N>Tp.Ser8711Phep.S8711FQ8NF91protein_codingprobably_damaging(0.931)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYNE1SNVMissense_Mutationnovelc.3529N>Gp.Arg1177Glyp.R1177GQ8NF91protein_codingbenign(0.005)TCGA-A2-A0T7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SYNE1SNVMissense_Mutationc.19816C>Ap.Gln6606Lysp.Q6606KQ8NF91protein_codingbenign(0)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
SYNE1SNVMissense_Mutationnovelc.595N>Cp.Glu199Glnp.E199QQ8NF91protein_codingpossibly_damaging(0.538)TCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYNE1SNVMissense_Mutationc.7390G>Cp.Asp2464Hisp.D2464HQ8NF91protein_codingpossibly_damaging(0.711)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SYNE1SNVMissense_Mutationrs770271378c.1872T>Ap.Ser624Argp.S624RQ8NF91protein_codingprobably_damaging(0.921)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SYNE1SNVMissense_Mutationnovelc.15989C>Ap.Thr5330Asnp.T5330NQ8NF91protein_codingbenign(0.036)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
SYNE1SNVMissense_Mutationc.16571A>Gp.Gln5524Argp.Q5524RQ8NF91protein_codingbenign(0.036)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
SYNE1SNVMissense_Mutationrs376472604c.18964G>Cp.Glu6322Glnp.E6322QQ8NF91protein_codingbenign(0.276)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
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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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