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: SEPT6

Gene summary for SEPT6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEPT6

Gene ID

23157

Gene nameseptin 6
Gene AliasSEP2
CytomapXq24
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q14141


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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
23157SEPT6P2T-EHumanEsophagusESCC4.51e-315.10e-010.1177
23157SEPT6P4T-EHumanEsophagusESCC5.59e-152.48e-010.1323
23157SEPT6P5T-EHumanEsophagusESCC3.14e-111.29e-010.1327
23157SEPT6P8T-EHumanEsophagusESCC1.70e-133.65e-010.0889
23157SEPT6P9T-EHumanEsophagusESCC1.97e-021.59e-010.1131
23157SEPT6P10T-EHumanEsophagusESCC8.78e-036.93e-020.116
23157SEPT6P11T-EHumanEsophagusESCC2.21e-084.22e-010.1426
23157SEPT6P12T-EHumanEsophagusESCC8.73e-109.12e-020.1122
23157SEPT6P15T-EHumanEsophagusESCC7.21e-033.78e-020.1149
23157SEPT6P16T-EHumanEsophagusESCC2.40e-101.23e-010.1153
23157SEPT6P17T-EHumanEsophagusESCC6.90e-063.30e-010.1278
23157SEPT6P19T-EHumanEsophagusESCC8.06e-031.74e-010.1662
23157SEPT6P21T-EHumanEsophagusESCC6.82e-162.56e-010.1617
23157SEPT6P22T-EHumanEsophagusESCC2.20e-161.82e-010.1236
23157SEPT6P23T-EHumanEsophagusESCC3.50e-071.35e-010.108
23157SEPT6P24T-EHumanEsophagusESCC3.31e-079.95e-020.1287
23157SEPT6P26T-EHumanEsophagusESCC9.02e-081.36e-010.1276
23157SEPT6P27T-EHumanEsophagusESCC5.72e-221.15e-010.1055
23157SEPT6P31T-EHumanEsophagusESCC1.57e-052.53e-020.1251
23157SEPT6P32T-EHumanEsophagusESCC1.54e-142.95e-010.1666
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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
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
hsa0513139EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa0510039EsophagusHGINBacterial invasion of epithelial cells30/138377/84651.49e-062.31e-051.84e-0530
hsa05131114EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa05100114EsophagusHGINBacterial invasion of epithelial cells30/138377/84651.49e-062.31e-051.84e-0530
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05100211EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05100310EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
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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
SEPT6SNVMissense_Mutationnovelc.1300N>Ap.Glu434Lysp.E434KQ14141protein_codingdeleterious_low_confidence(0.02)benign(0.055)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
SEPT6SNVMissense_Mutationc.940N>Cp.Asp314Hisp.D314HQ14141protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SEPT6SNVMissense_Mutationrs756379839c.44G>Ap.Arg15Glnp.R15QQ14141protein_codingdeleterious(0.01)probably_damaging(0.98)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
SEPT6insertionFrame_Shift_Insnovelc.1018_1019insCACCTGTAGTCCCAGCTACTTGGGAGACTGAGGCAGAp.Glu340AlafsTer42p.E340Afs*42Q14141protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SEPT6insertionNonsense_Mutationnovelc.1015_1016insGAGTTTAAGACCAGCCTGGGCAACATACTGAGACCCTGTTTp.Glu339GlyfsTer3p.E339Gfs*3Q14141protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SEPT6SNVMissense_Mutationnovelc.334G>Ap.Glu112Lysp.E112KQ14141protein_codingdeleterious(0.04)benign(0.217)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SEPT6SNVMissense_Mutationrs770681536c.1202N>Tp.Thr401Metp.T401MQ14141protein_codingdeleterious(0.02)possibly_damaging(0.61)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SEPT6SNVMissense_Mutationc.37N>Ap.Gly13Serp.G13SQ14141protein_codingtolerated(0.68)benign(0.097)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
SEPT6SNVMissense_Mutationrs145877420c.473N>Tp.Thr158Metp.T158MQ14141protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SEPT6SNVMissense_Mutationrs866977085c.569C>Tp.Ser190Leup.S190LQ14141protein_codingdeleterious(0)benign(0.311)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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