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: SEMA3F

Gene summary for SEMA3F

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEMA3F

Gene ID

6405

Gene namesemaphorin 3F
Gene AliasSEMA-IV
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

C9JPG5


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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
6405SEMA3FC30HumanOral cavityOSCC7.67e-177.28e-010.3055
6405SEMA3FC43HumanOral cavityOSCC7.33e-091.14e-010.1704
6405SEMA3FC46HumanOral cavityOSCC1.17e-081.55e-010.1673
6405SEMA3FC51HumanOral cavityOSCC7.80e-177.39e-010.2674
6405SEMA3FC57HumanOral cavityOSCC7.75e-051.71e-010.1679
6405SEMA3FC07HumanOral cavityOSCC1.30e-027.72e-010.2491
6405SEMA3FLN46HumanOral cavityOSCC1.49e-031.98e-010.1666
6405SEMA3FSYSMH1HumanOral cavityOSCC9.27e-153.37e-010.1127
6405SEMA3FSYSMH2HumanOral cavityOSCC4.99e-072.07e-010.2326
6405SEMA3FSYSMH3HumanOral cavityOSCC5.30e-245.15e-010.2442
6405SEMA3FSYSMH4HumanOral cavityOSCC2.87e-057.42e-020.1226
6405SEMA3FSYSMH5HumanOral cavityOSCC2.42e-049.38e-020.0647
6405SEMA3FSYSMH6HumanOral cavityOSCC2.79e-049.29e-020.1275
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:000155816Oral cavityOSCCregulation of cell growth228/7305414/187231.74e-116.09e-10228
GO:003253519Oral cavityOSCCregulation of cellular component size201/7305383/187234.80e-088.88e-07201
GO:00459266Oral cavityOSCCnegative regulation of growth135/7305249/187237.29e-071.03e-05135
GO:00303084Oral cavityOSCCnegative regulation of cell growth101/7305188/187232.85e-052.63e-04101
GO:000166719Oral cavityOSCCameboidal-type cell migration228/7305475/187233.46e-053.10e-04228
GO:00507679Oral cavityOSCCregulation of neurogenesis179/7305364/187234.49e-053.84e-04179
GO:001097510Oral cavityOSCCregulation of neuron projection development210/7305445/187232.35e-041.52e-03210
GO:00485889Oral cavityOSCCdevelopmental cell growth116/7305234/187236.20e-043.50e-03116
GO:00605609Oral cavityOSCCdevelopmental growth involved in morphogenesis116/7305234/187236.20e-043.50e-03116
GO:00083618Oral cavityOSCCregulation of cell size92/7305181/187237.86e-044.26e-0392
GO:00519605Oral cavityOSCCregulation of nervous system development205/7305443/187239.80e-045.11e-03205
GO:19901388Oral cavityOSCCneuron projection extension86/7305172/187232.13e-039.80e-0386
GO:00486759Oral cavityOSCCaxon extension61/7305120/187235.52e-032.14e-0261
GO:00509204Oral cavityOSCCregulation of chemotaxis105/7305223/187238.27e-033.01e-02105
GO:00313458Oral cavityOSCCnegative regulation of cell projection organization89/7305186/187238.51e-033.09e-0289
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:00487627Oral cavityOSCCmesenchymal cell differentiation109/7305236/187231.43e-024.69e-02109
GO:00488637Oral cavityOSCCstem cell differentiation96/7305206/187231.55e-024.99e-0296
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0436014Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0436015Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
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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
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3CervixCC
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3CRCAD
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3CRCMSI-H
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3EsophagusESCC
SEMA3FNRP2_PLXNA1SEMA3F_NRP2_PLXNA1SEMA3HNSCCOSCC
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3HNSCCOSCC
SEMA3FNRP2_PLXNA1SEMA3F_NRP2_PLXNA1SEMA3HNSCCPrecancer
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3HNSCCPrecancer
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3ProstateTumor
SEMA3FNRP2_PLXNA1SEMA3F_NRP2_PLXNA1SEMA3THCAADJ
SEMA3FNRP2_PLXNA2SEMA3F_NRP2_PLXNA2SEMA3THCAADJ
SEMA3FNRP2_PLXNA3SEMA3F_NRP2_PLXNA3SEMA3THCAADJ
SEMA3FNRP2_PLXNA1SEMA3F_NRP2_PLXNA1SEMA3THCACancer
SEMA3FNRP2_PLXNA3SEMA3F_NRP2_PLXNA3SEMA3THCACancer
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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
SEMA3FinsertionFrame_Shift_Insnovelc.1014_1015insGGp.Leu339GlyfsTer13p.L339Gfs*13Q13275protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
SEMA3FinsertionFrame_Shift_Insnovelc.1016_1017insGAACGGTAAGCGCAGCCCCAGGAGCCCTTp.Gln340AsnfsTer21p.Q340Nfs*21Q13275protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
SEMA3FinsertionIn_Frame_Insnovelc.1351_1352insACAp.Arg450_Arg451insHisp.R450_R451insHQ13275protein_codingTCGA-AO-A03P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozolePD
SEMA3FinsertionNonsense_Mutationnovelc.1352_1353insTTGAGCCATTCCACCTGTGCCATGTGAAGCAGAAATGAACCAp.Arg451_Pro452insTerp.R451_P452ins*Q13275protein_codingTCGA-AO-A03P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozolePD
SEMA3FinsertionFrame_Shift_Insnovelc.1903_1904insCAGAAGTCCACGCAGCCCACGAAGCTGCp.Val635AlafsTer11p.V635Afs*11Q13275protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SEMA3FSNVMissense_Mutationc.853N>Ap.Glu285Lysp.E285KQ13275protein_codingdeleterious(0)benign(0.285)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEMA3FSNVMissense_Mutationrs753830480c.2204N>Tp.Ala735Valp.A735VQ13275protein_codingdeleterious(0.03)benign(0.079)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SEMA3FSNVMissense_Mutationc.1259N>Ap.Ser420Tyrp.S420YQ13275protein_codingtolerated(0.87)probably_damaging(0.914)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SEMA3FSNVMissense_Mutationc.451N>Ap.Ala151Thrp.A151TQ13275protein_codingtolerated(0.27)possibly_damaging(0.474)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SEMA3FSNVMissense_Mutationc.1748N>Ap.Arg583Glnp.R583QQ13275protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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