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: SEMA3E

Gene summary for SEMA3E

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEMA3E

Gene ID

9723

Gene namesemaphorin 3E
Gene AliasM-SEMAH
Cytomap7q21.11
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

O15041


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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
9723SEMA3EHTA11_3410_2000001011HumanColorectumAD3.36e-153.40e-010.0155
9723SEMA3EHTA11_2487_2000001011HumanColorectumSER4.63e-062.39e-01-0.1808
9723SEMA3EHTA11_1938_2000001011HumanColorectumAD8.75e-114.41e-01-0.0811
9723SEMA3EHTA11_78_2000001011HumanColorectumAD2.36e-053.48e-01-0.1088
9723SEMA3EHTA11_347_2000001011HumanColorectumAD3.85e-092.42e-01-0.1954
9723SEMA3EHTA11_3361_2000001011HumanColorectumAD6.60e-032.35e-01-0.1207
9723SEMA3EHTA11_696_2000001011HumanColorectumAD1.15e-092.51e-01-0.1464
9723SEMA3EHTA11_866_2000001011HumanColorectumAD1.17e-051.86e-01-0.1001
9723SEMA3EHTA11_1391_2000001011HumanColorectumAD1.76e-072.45e-01-0.059
9723SEMA3EHTA11_2992_2000001011HumanColorectumSER7.29e-033.68e-01-0.1706
9723SEMA3EHTA11_546_2000001011HumanColorectumAD1.96e-033.08e-01-0.0842
9723SEMA3EHTA11_7862_2000001011HumanColorectumAD5.83e-104.72e-01-0.0179
9723SEMA3EHTA11_866_3004761011HumanColorectumAD6.95e-062.83e-010.096
9723SEMA3EHTA11_7696_3000711011HumanColorectumAD2.30e-051.95e-010.0674
9723SEMA3EHTA11_6818_2000001021HumanColorectumAD9.60e-032.43e-010.0588
9723SEMA3EHTA11_99999970781_79442HumanColorectumMSS3.48e-215.46e-010.294
9723SEMA3EHTA11_99999965062_69753HumanColorectumMSI-H1.29e-024.75e-010.3487
9723SEMA3EHTA11_99999965104_69814HumanColorectumMSS5.31e-042.57e-010.281
9723SEMA3EHTA11_99999971662_82457HumanColorectumMSS6.18e-144.71e-010.3859
9723SEMA3EHTA11_99999974143_84620HumanColorectumMSS1.49e-651.22e+000.3005
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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
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:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0010810ColorectumADregulation of cell-substrate adhesion81/3918221/187234.80e-082.55e-0681
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0001952ColorectumADregulation of cell-matrix adhesion50/3918128/187232.05e-066.05e-0550
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0008360ColorectumADregulation of cell shape56/3918154/187237.01e-061.73e-0456
GO:0001558ColorectumADregulation of cell growth124/3918414/187237.67e-061.86e-04124
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0031532ColorectumADactin cytoskeleton reorganization41/3918107/187232.81e-055.28e-0441
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0007160ColorectumADcell-matrix adhesion75/3918233/187233.56e-056.45e-0475
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0060562ColorectumADepithelial tube morphogenesis93/3918325/187235.65e-046.00e-0393
GO:0031345ColorectumADnegative regulation of cell projection organization58/3918186/187236.37e-046.58e-0358
GO:0008361ColorectumADregulation of cell size56/3918181/187239.61e-049.07e-0356
GO:0050770ColorectumADregulation of axonogenesis49/3918154/187239.88e-049.28e-0349
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04360ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043601ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043602ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa043603ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa0436010EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0436013EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0436022EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0436032EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
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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
SEMA3EPLXND1SEMA3E_PLXND1SEMA3CRCMSI-H
SEMA3EPLXND1SEMA3E_PLXND1SEMA3CRCMSS
SEMA3EPLXND1SEMA3E_PLXND1SEMA3EsophagusESCC
SEMA3EPLXND1SEMA3E_PLXND1SEMA3LiverHealthy
SEMA3EPLXND1SEMA3E_PLXND1SEMA3LiverPrecancer
SEMA3EPLXND1SEMA3E_PLXND1SEMA3ProstateBPH
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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
SEMA3ESNVMissense_Mutationnovelc.109N>Tp.His37Tyrp.H37YO15041protein_codingtolerated(1)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SEMA3ESNVMissense_Mutationrs121918341c.2108N>Tp.Ser703Leup.S703LO15041protein_codingtolerated(0.26)benign(0.001)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
SEMA3ESNVMissense_Mutationnovelc.637N>Tp.Arg213Cysp.R213CO15041protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
SEMA3EinsertionFrame_Shift_Insnovelc.338_339insAATGCAGGAGGAGGGAAGATTTCAAACTp.Glu114MetfsTer10p.E114Mfs*10O15041protein_codingTCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SEMA3EinsertionFrame_Shift_Insnovelc.337-1_337insCAp.Gly113GlnfsTer20p.G113Qfs*20O15041protein_codingTCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SEMA3EinsertionNonsense_Mutationnovelc.748_749insTTTAAp.Glu250ValfsTer2p.E250Vfs*2O15041protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SEMA3EinsertionFrame_Shift_Insnovelc.747_748insCAGTAp.Glu250GlnfsTer2p.E250Qfs*2O15041protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SEMA3EdeletionFrame_Shift_Delnovelc.2307delNp.Arg770GlyfsTer16p.R770Gfs*16O15041protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SEMA3ESNVMissense_Mutationc.1637G>Ap.Arg546Glnp.R546QO15041protein_codingdeleterious(0.02)probably_damaging(0.971)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEMA3ESNVMissense_Mutationnovelc.1684G>Ap.Asp562Asnp.D562NO15041protein_codingdeleterious(0.01)probably_damaging(1)TCGA-4J-AA1J-01Cervixcervical & endocervical cancerFemale<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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