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: SEMA3B

Gene summary for SEMA3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEMA3B

Gene ID

7869

Gene namesemaphorin 3B
Gene AliasLUCA-1
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q13214


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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
7869SEMA3BP2T-EHumanEsophagusESCC3.63e-051.24e-010.1177
7869SEMA3BP5T-EHumanEsophagusESCC1.99e-03-3.48e-030.1327
7869SEMA3BP8T-EHumanEsophagusESCC4.61e-052.42e-010.0889
7869SEMA3BP10T-EHumanEsophagusESCC7.14e-142.30e-010.116
7869SEMA3BP11T-EHumanEsophagusESCC5.41e-172.02e+000.1426
7869SEMA3BP12T-EHumanEsophagusESCC1.18e-093.42e-010.1122
7869SEMA3BP16T-EHumanEsophagusESCC1.22e-652.04e+000.1153
7869SEMA3BP19T-EHumanEsophagusESCC9.06e-112.50e+000.1662
7869SEMA3BP22T-EHumanEsophagusESCC2.83e-108.15e-020.1236
7869SEMA3BP24T-EHumanEsophagusESCC2.22e-038.58e-010.1287
7869SEMA3BP26T-EHumanEsophagusESCC3.16e-203.79e-010.1276
7869SEMA3BP27T-EHumanEsophagusESCC2.89e-103.28e-020.1055
7869SEMA3BP28T-EHumanEsophagusESCC1.78e-021.26e-020.1149
7869SEMA3BP31T-EHumanEsophagusESCC1.55e-061.43e-010.1251
7869SEMA3BP32T-EHumanEsophagusESCC2.76e-061.28e+000.1666
7869SEMA3BP37T-EHumanEsophagusESCC1.29e-063.78e-010.1371
7869SEMA3BP44T-EHumanEsophagusESCC3.63e-075.51e-010.1096
7869SEMA3BP48T-EHumanEsophagusESCC3.41e-041.18e-010.0959
7869SEMA3BP56T-EHumanEsophagusESCC1.09e-052.27e+000.1613
7869SEMA3BP57T-EHumanEsophagusESCC9.52e-204.95e-010.0926
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
GO:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:00459267EsophagusESCCnegative regulation of growth148/8552249/187237.88e-067.73e-05148
GO:00488638EsophagusESCCstem cell differentiation122/8552206/187235.95e-054.59e-04122
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:00083619EsophagusESCCregulation of cell size107/8552181/187231.81e-041.16e-03107
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00303085EsophagusESCCnegative regulation of cell growth108/8552188/187237.46e-043.87e-03108
GO:006056010EsophagusESCCdevelopmental growth involved in morphogenesis131/8552234/187239.28e-044.73e-03131
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:004858810EsophagusESCCdevelopmental cell growth125/8552234/187231.01e-023.46e-02125
GO:003253512LiverCirrhoticregulation of cellular component size135/4634383/187232.32e-064.26e-05135
GO:001604911LiverCirrhoticcell growth160/4634482/187231.50e-052.07e-04160
GO:000155811LiverCirrhoticregulation of cell growth132/4634414/187235.53e-044.36e-03132
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
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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
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3CRCADJ
SEMA3BNRP1_PLXNA4SEMA3B_NRP1_PLXNA4SEMA3CRCADJ
SEMA3BNRP2_PLXNA2SEMA3B_NRP2_PLXNA2SEMA3CRCADJ
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3CRCFAP
SEMA3BNRP1_PLXNA4SEMA3B_NRP1_PLXNA4SEMA3CRCFAP
SEMA3BNRP2_PLXNA2SEMA3B_NRP2_PLXNA2SEMA3CRCFAP
SEMA3BNRP1_PLXNA1SEMA3B_NRP1_PLXNA1SEMA3CRCMSI-H
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3CRCMSI-H
SEMA3BNRP2_PLXNA2SEMA3B_NRP2_PLXNA2SEMA3CRCMSI-H
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3CRCMSS
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3EndometriumADJ
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3EndometriumAEH
SEMA3BNRP2_PLXNA2SEMA3B_NRP2_PLXNA2SEMA3EndometriumAEH
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3EsophagusESCC
SEMA3BNRP2_PLXNA2SEMA3B_NRP2_PLXNA2SEMA3EsophagusESCC
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3GCADJ
SEMA3BNRP1_PLXNA4SEMA3B_NRP1_PLXNA4SEMA3LungAAH
SEMA3BNRP1_PLXNA4SEMA3B_NRP1_PLXNA4SEMA3LungADJ
SEMA3BNRP1_PLXNA2SEMA3B_NRP1_PLXNA2SEMA3LungAIS
SEMA3BNRP1_PLXNA4SEMA3B_NRP1_PLXNA4SEMA3LungAIS
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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
SEMA3BinsertionFrame_Shift_Insnovelc.1843_1844insCTCGCCCCAAGACp.Val615AlafsTer124p.V615Afs*124protein_codingTCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SEMA3BSNVMissense_Mutationnovelc.1759G>Ap.Gly587Serp.G587Sprotein_codingdeleterious(0.02)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEMA3BSNVMissense_Mutationrs782593824c.1529N>Ap.Arg510Glnp.R510Qprotein_codingtolerated(0.42)benign(0.033)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEMA3BSNVMissense_Mutationnovelc.856T>Cp.Phe286Leup.F286Lprotein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SEMA3BSNVMissense_Mutationnovelc.949N>Ap.Leu317Metp.L317Mprotein_codingdeleterious(0.02)possibly_damaging(0.487)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SEMA3BSNVMissense_Mutationrs782373197c.296N>Ap.Arg99Glnp.R99Qprotein_codingtolerated(0.21)probably_damaging(0.997)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SEMA3BSNVMissense_Mutationnovelc.1640N>Tp.Thr547Metp.T547Mprotein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SEMA3BSNVMissense_Mutationnovelc.1736C>Tp.Ala579Valp.A579Vprotein_codingtolerated(0.23)benign(0.007)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SEMA3BSNVMissense_Mutationnovelc.1127N>Ap.Arg376Hisp.R376Hprotein_codingdeleterious(0)possibly_damaging(0.804)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
SEMA3BdeletionFrame_Shift_Delnovelc.1261delNp.Arg423AlafsTer41p.R423Afs*41protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<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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