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: SEPT10

Gene summary for SEPT10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEPT10

Gene ID

151011

Gene nameseptin 10
Gene AliasSEPT10
Cytomap2q13
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

B7Z371


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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
151011SEPT10LP15HumanOral cavityLP1.22e-021.05e+000.2174
151011SEPT10LP17HumanOral cavityLP2.52e-028.23e-010.2349
151011SEPT10EOLP-1HumanOral cavityEOLP1.86e-04-2.01e-01-0.0202
151011SEPT10EOLP-2HumanOral cavityEOLP3.94e-04-2.01e-01-0.0203
151011SEPT10NEOLP-1HumanOral cavityNEOLP3.94e-04-2.01e-01-0.0194
151011SEPT10NEOLP-2HumanOral cavityNEOLP1.86e-04-2.01e-01-0.0196
151011SEPT10NEOLP-3HumanOral cavityNEOLP1.86e-04-2.01e-01-0.0191
151011SEPT10SYSMH1HumanOral cavityOSCC3.71e-195.85e-010.1127
151011SEPT10SYSMH2HumanOral cavityOSCC1.15e-329.78e-010.2326
151011SEPT10SYSMH3HumanOral cavityOSCC4.13e-256.62e-010.2442
151011SEPT10SYSMH4HumanOral cavityOSCC9.11e-113.21e-010.1226
151011SEPT10SYSMH5HumanOral cavityOSCC1.27e-042.02e-010.0647
151011SEPT10SYSMH6HumanOral cavityOSCC1.93e-022.59e-010.1275
151011SEPT10P1_S1_AKHumanSkinAK8.79e-12-2.85e-01-0.3399
151011SEPT10P2_S3_AKHumanSkinAK4.25e-11-2.85e-01-0.3287
151011SEPT10P2_S4_SCCISHumanSkinSCCIS1.80e-12-2.85e-01-0.3043
151011SEPT10P3_S6_AKHumanSkinAK4.25e-11-2.85e-01-0.3256
151011SEPT10P4_S8_cSCCHumanSkincSCC8.96e-09-2.85e-01-0.3095
151011SEPT10P5_S10_cSCCHumanSkincSCC1.93e-11-2.85e-01-0.299
151011SEPT10P1_cSCCHumanSkincSCC2.01e-219.85e-010.0292
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
SEPT10SNVMissense_Mutationnovelc.1177G>Ap.Glu393Lysp.E393Kprotein_codingtolerated(0.06)possibly_damaging(0.887)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SEPT10SNVMissense_Mutationrs200598502c.1555N>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-A1-A0SD-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SEPT10SNVMissense_Mutationrs200598502c.1555T>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SEPT10SNVMissense_Mutationnovelc.1292N>Cp.His431Prop.H431Pprotein_codingdeleterious(0.04)benign(0)TCGA-A8-A0A2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SEPT10SNVMissense_Mutationc.104N>Tp.Arg35Ilep.R35Iprotein_codingtolerated(0.07)benign(0.169)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SEPT10SNVMissense_Mutationrs200598502c.1555N>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-B6-A0IC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SEPT10SNVMissense_Mutationrs200598502c.1555T>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-B6-A0RT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SEPT10SNVMissense_Mutationrs200598502c.1555T>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-BH-A0C7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SEPT10SNVMissense_Mutationrs200598502c.1555N>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-BH-A0DE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SEPT10SNVMissense_Mutationrs200598502c.1555T>Gp.Phe519Valp.F519Vprotein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-C8-A12M-01Breastbreast invasive 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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