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: SEPTIN11

Gene summary for SEPTIN11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEPTIN11

Gene ID

55752

Gene nameseptin 11
Gene AliasSEPT11
Cytomap4q21.1
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

Q9NVA2


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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
55752SEPTIN11HTA11_3410_2000001011HumanColorectumAD2.97e-132.83e-010.0155
55752SEPTIN11HTA11_2487_2000001011HumanColorectumSER9.55e-184.10e-01-0.1808
55752SEPTIN11HTA11_1938_2000001011HumanColorectumAD3.90e-215.63e-01-0.0811
55752SEPTIN11HTA11_78_2000001011HumanColorectumAD4.35e-378.19e-01-0.1088
55752SEPTIN11HTA11_347_2000001011HumanColorectumAD5.20e-721.22e+00-0.1954
55752SEPTIN11HTA11_411_2000001011HumanColorectumSER1.51e-169.53e-01-0.2602
55752SEPTIN11HTA11_2112_2000001011HumanColorectumSER1.23e-146.83e-01-0.2196
55752SEPTIN11HTA11_3361_2000001011HumanColorectumAD4.10e-174.74e-01-0.1207
55752SEPTIN11HTA11_83_2000001011HumanColorectumSER6.32e-247.24e-01-0.1526
55752SEPTIN11HTA11_696_2000001011HumanColorectumAD1.28e-346.27e-01-0.1464
55752SEPTIN11HTA11_866_2000001011HumanColorectumAD5.40e-446.95e-01-0.1001
55752SEPTIN11HTA11_1391_2000001011HumanColorectumAD4.37e-316.44e-01-0.059
55752SEPTIN11HTA11_2992_2000001011HumanColorectumSER1.79e-166.23e-01-0.1706
55752SEPTIN11HTA11_5212_2000001011HumanColorectumAD2.47e-144.96e-01-0.2061
55752SEPTIN11HTA11_5216_2000001011HumanColorectumSER3.22e-053.89e-01-0.1462
55752SEPTIN11HTA11_546_2000001011HumanColorectumAD8.81e-226.94e-01-0.0842
55752SEPTIN11HTA11_9341_2000001011HumanColorectumSER2.78e-053.68e-01-0.00410000000000005
55752SEPTIN11HTA11_7862_2000001011HumanColorectumAD1.38e-124.97e-01-0.0179
55752SEPTIN11HTA11_866_3004761011HumanColorectumAD2.40e-112.66e-010.096
55752SEPTIN11HTA11_4255_2000001011HumanColorectumSER3.40e-032.80e-010.0446
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
∗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:0000910ColorectumADcytokinesis59/3918173/187233.74e-056.75e-0459
GO:0061640ColorectumADcytoskeleton-dependent cytokinesis37/3918100/187231.58e-042.20e-0337
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:00009101ColorectumSERcytokinesis45/2897173/187232.28e-043.93e-0345
GO:00616401ColorectumSERcytoskeleton-dependent cytokinesis29/2897100/187234.25e-046.25e-0329
GO:00508081ColorectumSERsynapse organization85/2897426/187237.17e-034.99e-0285
GO:00009108EndometriumAEHcytokinesis40/2100173/187236.01e-061.49e-0440
GO:00616403EndometriumAEHcytoskeleton-dependent cytokinesis24/2100100/187232.27e-042.75e-0324
GO:00508086EndometriumAEHsynapse organization67/2100426/187232.67e-031.94e-0267
GO:000091013EndometriumEECcytokinesis40/2168173/187231.29e-052.60e-0440
GO:006164012EndometriumEECcytoskeleton-dependent cytokinesis24/2168100/187233.66e-043.95e-0324
GO:005080812EndometriumEECsynapse organization68/2168426/187233.73e-032.49e-0268
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:00508085LungIACsynapse organization65/2061426/187234.05e-033.31e-0265
GO:00009106LungIACcytokinesis31/2061173/187234.28e-033.41e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05131ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa05100ColorectumADBacterial invasion of epithelial cells44/209277/84651.13e-092.22e-081.42e-0844
hsa051311ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051001ColorectumADBacterial invasion of epithelial cells44/209277/84651.13e-092.22e-081.42e-0844
hsa051312ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051002ColorectumSERBacterial invasion of epithelial cells36/158077/84651.56e-083.45e-072.50e-0736
hsa051313ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051003ColorectumSERBacterial invasion of epithelial cells36/158077/84651.56e-083.45e-072.50e-0736
hsa0513126EndometriumAEHShigellosis78/1197247/84659.23e-132.00e-111.46e-1178
hsa0510026EndometriumAEHBacterial invasion of epithelial cells32/119777/84653.28e-095.91e-084.33e-0832
hsa05131111EndometriumAEHShigellosis78/1197247/84659.23e-132.00e-111.46e-1178
hsa05100111EndometriumAEHBacterial invasion of epithelial cells32/119777/84653.28e-095.91e-084.33e-0832
hsa0513127EndometriumEECShigellosis79/1237247/84651.80e-123.95e-112.95e-1179
hsa0510027EndometriumEECBacterial invasion of epithelial cells30/123777/84651.26e-071.88e-061.40e-0630
hsa0513136EndometriumEECShigellosis79/1237247/84651.80e-123.95e-112.95e-1179
hsa0510036EndometriumEECBacterial invasion of epithelial cells30/123777/84651.26e-071.88e-061.40e-0630
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
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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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