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: SYBU

Gene summary for SYBU

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYBU

Gene ID

55638

Gene namesyntabulin
Gene AliasGOLSYN
Cytomap8q23.2
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

Q9NX95


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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
55638SYBULZE24THumanEsophagusESCC1.73e-278.51e-010.0596
55638SYBUP8T-EHumanEsophagusESCC9.35e-182.06e-010.0889
55638SYBUP10T-EHumanEsophagusESCC2.02e-066.16e-020.116
55638SYBUP12T-EHumanEsophagusESCC1.33e-265.72e-010.1122
55638SYBUP15T-EHumanEsophagusESCC4.55e-046.01e-020.1149
55638SYBUP20T-EHumanEsophagusESCC6.09e-081.45e-010.1124
55638SYBUP21T-EHumanEsophagusESCC6.64e-132.57e-010.1617
55638SYBUP23T-EHumanEsophagusESCC4.46e-052.19e-010.108
55638SYBUP26T-EHumanEsophagusESCC9.56e-081.57e-010.1276
55638SYBUP27T-EHumanEsophagusESCC3.69e-285.50e-010.1055
55638SYBUP31T-EHumanEsophagusESCC3.75e-034.27e-020.1251
55638SYBUP36T-EHumanEsophagusESCC3.59e-042.42e-010.1187
55638SYBUP39T-EHumanEsophagusESCC8.08e-193.71e-010.0894
55638SYBUP48T-EHumanEsophagusESCC7.90e-033.10e-020.0959
55638SYBUP54T-EHumanEsophagusESCC1.41e-174.32e-010.0975
55638SYBUP57T-EHumanEsophagusESCC7.90e-122.33e-010.0926
55638SYBUP61T-EHumanEsophagusESCC9.44e-071.98e-010.099
55638SYBUP65T-EHumanEsophagusESCC7.58e-112.08e-010.0978
55638SYBUP74T-EHumanEsophagusESCC2.70e-093.58e-010.1479
55638SYBUP75T-EHumanEsophagusESCC3.60e-132.60e-010.1125
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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
∗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:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:005165016EsophagusESCCestablishment of vesicle localization114/8552161/187238.20e-112.53e-09114
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00723846EsophagusESCCorganelle transport along microtubule65/855285/187236.61e-091.35e-0765
GO:000808810EsophagusESCCaxo-dendritic transport58/855275/187232.09e-084.02e-0758
GO:00989304EsophagusESCCaxonal transport49/855264/187234.54e-076.15e-0649
GO:00474962EsophagusESCCvesicle transport along microtubule36/855247/187231.53e-051.38e-0436
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00080892EsophagusESCCanterograde axonal transport37/855250/187234.42e-053.51e-0437
GO:005165411EsophagusESCCestablishment of mitochondrion localization24/855229/187234.50e-053.55e-0424
GO:00995185EsophagusESCCvesicle cytoskeletal trafficking50/855273/187236.75e-055.12e-0450
GO:00346431EsophagusESCCestablishment of mitochondrion localization, microtubule-mediated21/855226/187232.69e-041.63e-0321
GO:00474971EsophagusESCCmitochondrion transport along microtubule21/855226/187232.69e-041.63e-0321
GO:00516463EsophagusESCCmitochondrion localization35/855250/187234.33e-042.44e-0335
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
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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
SYBUSNVMissense_Mutationc.563N>Gp.Ser188Trpp.S188WQ9NX95protein_codingtolerated(0.08)probably_damaging(0.985)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SYBUSNVMissense_Mutationc.1075T>Gp.Phe359Valp.F359VQ9NX95protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0D3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
SYBUSNVMissense_Mutationc.171N>Ap.Phe57Leup.F57LQ9NX95protein_codingtolerated(0.15)possibly_damaging(0.84)TCGA-A2-A0T3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SYBUSNVMissense_Mutationc.1928N>Gp.Leu643Argp.L643RQ9NX95protein_codingdeleterious(0)probably_damaging(0.976)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SYBUSNVMissense_Mutationc.1081G>Ap.Asp361Asnp.D361NQ9NX95protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
SYBUSNVMissense_Mutationc.287C>Tp.Ala96Valp.A96VQ9NX95protein_codingdeleterious(0.01)benign(0.254)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYBUSNVMissense_Mutationc.1250N>Gp.Glu417Glyp.E417GQ9NX95protein_codingtolerated(0.37)possibly_damaging(0.74)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYBUSNVMissense_Mutationc.1330N>Ap.Glu444Lysp.E444KQ9NX95protein_codingtolerated(0.17)benign(0.443)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SYBUSNVMissense_Mutationc.84N>Cp.Leu28Phep.L28FQ9NX95protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
SYBUSNVMissense_Mutationc.1427N>Ap.Gly476Aspp.G476DQ9NX95protein_codingtolerated(0.38)benign(0)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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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