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: PLXNA3

Gene summary for PLXNA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLXNA3

Gene ID

55558

Gene nameplexin A3
Gene Alias6.3
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P51805


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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
55558PLXNA3HTA11_3410_2000001011HumanColorectumAD1.01e-029.00e-020.0155
55558PLXNA3HTA11_2487_2000001011HumanColorectumSER2.72e-073.44e-01-0.1808
55558PLXNA3HTA11_1938_2000001011HumanColorectumAD2.16e-032.07e-01-0.0811
55558PLXNA3HTA11_347_2000001011HumanColorectumAD7.41e-072.24e-01-0.1954
55558PLXNA3HTA11_411_2000001011HumanColorectumSER2.49e-077.15e-01-0.2602
55558PLXNA3HTA11_1391_2000001011HumanColorectumAD4.06e-042.33e-01-0.059
55558PLXNA3HTA11_2992_2000001011HumanColorectumSER1.84e-022.52e-01-0.1706
55558PLXNA3HTA11_99999971662_82457HumanColorectumMSS1.12e-032.32e-010.3859
55558PLXNA3HTA11_99999973899_84307HumanColorectumMSS3.20e-044.24e-010.2585
55558PLXNA3HTA11_99999974143_84620HumanColorectumMSS4.97e-062.63e-010.3005
55558PLXNA3HCC1_MengHumanLiverHCC3.42e-10-1.76e-020.0246
55558PLXNA3HCC2_MengHumanLiverHCC9.01e-121.13e-010.0107
55558PLXNA3S014HumanLiverHCC4.90e-062.95e-010.2254
55558PLXNA3S015HumanLiverHCC6.81e-073.93e-010.2375
55558PLXNA3S016HumanLiverHCC7.44e-041.99e-010.2243
55558PLXNA3S027HumanLiverHCC7.86e-221.47e+000.2446
55558PLXNA3S028HumanLiverHCC9.54e-321.21e+000.2503
55558PLXNA3S029HumanLiverHCC1.15e-271.24e+000.2581
55558PLXNA3C21HumanOral cavityOSCC1.97e-145.14e-010.2678
55558PLXNA3C30HumanOral cavityOSCC1.53e-116.16e-010.3055
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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
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
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
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:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
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:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0031346ColorectumADpositive regulation of cell projection organization104/3918353/187238.26e-051.30e-03104
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0021859ColorectumADpyramidal neuron differentiation9/391813/187232.38e-043.03e-039
GO:0021860ColorectumADpyramidal neuron development8/391811/187233.26e-043.85e-038
GO:0010720ColorectumADpositive regulation of cell development87/3918298/187234.17e-044.71e-0387
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
GO:0048638ColorectumADregulation of developmental growth92/3918330/187231.48e-031.25e-0292
GO:0050767ColorectumADregulation of neurogenesis99/3918364/187232.35e-031.82e-0299
GO:0030516ColorectumADregulation of axon extension32/391895/187232.59e-031.96e-0232
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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
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
SEMA5APLXNA3SEMA5A_PLXNA3SEMA5CRCAD
SEMA5APLXNA3SEMA5A_PLXNA3SEMA5CRCMSI-H
SEMA5APLXNA3SEMA5A_PLXNA3SEMA5CRCSER
SEMA5APLXNA3SEMA5A_PLXNA3SEMA5HNSCCPrecancer
SEMA4ANRP1_PLXNA3SEMA4A_NRP1_PLXNA3SEMA4THCAADJ
SEMA3CNRP1_PLXNA3SEMA3C_NRP1_PLXNA3SEMA3THCAADJ
SEMA3DNRP1_PLXNA3SEMA3D_NRP1_PLXNA3SEMA3THCAADJ
SEMA3CNRP2_PLXNA3SEMA3C_NRP2_PLXNA3SEMA3THCAADJ
SEMA3DNRP2_PLXNA3SEMA3D_NRP2_PLXNA3SEMA3THCAADJ
SEMA3FNRP2_PLXNA3SEMA3F_NRP2_PLXNA3SEMA3THCAADJ
SEMA3GNRP2_PLXNA3SEMA3G_NRP2_PLXNA3SEMA3THCAADJ
SEMA4ANRP1_PLXNA3SEMA4A_NRP1_PLXNA3SEMA4THCACancer
SEMA3ANRP1_PLXNA3SEMA3A_NRP1_PLXNA3SEMA3THCACancer
SEMA3CNRP1_PLXNA3SEMA3C_NRP1_PLXNA3SEMA3THCACancer
SEMA3DNRP1_PLXNA3SEMA3D_NRP1_PLXNA3SEMA3THCACancer
SEMA3CNRP2_PLXNA3SEMA3C_NRP2_PLXNA3SEMA3THCACancer
SEMA3DNRP2_PLXNA3SEMA3D_NRP2_PLXNA3SEMA3THCACancer
SEMA3FNRP2_PLXNA3SEMA3F_NRP2_PLXNA3SEMA3THCACancer
SEMA5APLXNA3SEMA5A_PLXNA3SEMA5THCACancer
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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
PLXNA3SNVMissense_Mutationc.3275N>Ap.Arg1092Glnp.R1092QP51805protein_codingtolerated(0.63)benign(0)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
PLXNA3SNVMissense_Mutationc.4825G>Cp.Asp1609Hisp.D1609HP51805protein_codingdeleterious(0.01)benign(0.077)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PLXNA3SNVMissense_Mutationnovelc.3394N>Gp.Pro1132Alap.P1132AP51805protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
PLXNA3SNVMissense_Mutationnovelc.2191N>Tp.Arg731Trpp.R731WP51805protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PLXNA3SNVMissense_Mutationc.706N>Ap.Val236Metp.V236MP51805protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PLXNA3SNVMissense_Mutationnovelc.3953N>Gp.Lys1318Argp.K1318RP51805protein_codingtolerated(0.97)benign(0.027)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLXNA3SNVMissense_Mutationnovelc.5208C>Ap.Phe1736Leup.F1736LP51805protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLXNA3SNVMissense_Mutationnovelc.3763N>Ap.Arg1255Serp.R1255SP51805protein_codingtolerated(0.13)probably_damaging(0.999)TCGA-AR-A0TT-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
PLXNA3SNVMissense_Mutationrs782020864c.763N>Ap.Glu255Lysp.E255KP51805protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-B6-A0I1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLXNA3SNVMissense_Mutationc.5309N>Tp.Ser1770Leup.S1770LP51805protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=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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