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: PLXNA1

Gene summary for PLXNA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLXNA1

Gene ID

5361

Gene nameplexin A1
Gene AliasNOV
Cytomap3q21.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9UIW2


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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
5361PLXNA1LZE2THumanEsophagusESCC3.38e-055.92e-010.082
5361PLXNA1LZE7THumanEsophagusESCC2.75e-104.16e-010.0667
5361PLXNA1LZE8THumanEsophagusESCC2.28e-026.11e-020.067
5361PLXNA1LZE24THumanEsophagusESCC1.44e-071.45e-010.0596
5361PLXNA1P1T-EHumanEsophagusESCC1.17e-136.10e-010.0875
5361PLXNA1P2T-EHumanEsophagusESCC7.50e-102.25e-010.1177
5361PLXNA1P4T-EHumanEsophagusESCC1.62e-044.13e-020.1323
5361PLXNA1P5T-EHumanEsophagusESCC5.35e-102.01e-010.1327
5361PLXNA1P8T-EHumanEsophagusESCC4.84e-265.33e-010.0889
5361PLXNA1P9T-EHumanEsophagusESCC3.54e-061.35e-010.1131
5361PLXNA1P10T-EHumanEsophagusESCC4.95e-336.63e-010.116
5361PLXNA1P11T-EHumanEsophagusESCC9.46e-033.16e-010.1426
5361PLXNA1P12T-EHumanEsophagusESCC7.47e-051.55e-010.1122
5361PLXNA1P15T-EHumanEsophagusESCC8.77e-103.45e-010.1149
5361PLXNA1P16T-EHumanEsophagusESCC3.84e-021.28e-010.1153
5361PLXNA1P17T-EHumanEsophagusESCC1.76e-063.13e-010.1278
5361PLXNA1P20T-EHumanEsophagusESCC1.21e-071.90e-010.1124
5361PLXNA1P21T-EHumanEsophagusESCC7.87e-143.49e-010.1617
5361PLXNA1P22T-EHumanEsophagusESCC2.86e-152.72e-010.1236
5361PLXNA1P23T-EHumanEsophagusESCC6.60e-041.18e-010.108
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:002261216EsophagusESCCgland morphogenesis78/8552118/187235.83e-066.03e-0578
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:00507697EsophagusESCCpositive regulation of neurogenesis131/8552225/187239.71e-056.90e-04131
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:000836018EsophagusESCCregulation of cell shape92/8552154/187233.00e-041.81e-0392
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:006056010EsophagusESCCdevelopmental growth involved in morphogenesis131/8552234/187239.28e-044.73e-03131
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:00507728EsophagusESCCpositive regulation of axonogenesis48/855279/187234.93e-031.89e-0248
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:004858810EsophagusESCCdevelopmental cell growth125/8552234/187231.01e-023.46e-02125
GO:00017639EsophagusESCCmorphogenesis of a branching structure106/8552196/187231.08e-023.66e-02106
GO:002260422LiverHCCregulation of cell morphogenesis188/7958309/187234.84e-111.82e-09188
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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
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
SEMA4ANRP1_PLXNA1SEMA4A_NRP1_PLXNA1SEMA4CRCMSI-H
SEMA3BNRP1_PLXNA1SEMA3B_NRP1_PLXNA1SEMA3CRCMSI-H
SEMA3CNRP1_PLXNA1SEMA3C_NRP1_PLXNA1SEMA3CRCMSI-H
SEMA5APLXNA1SEMA5A_PLXNA1SEMA5CRCMSI-H
SEMA3ANRP1_PLXNA1SEMA3A_NRP1_PLXNA1SEMA3HNSCCOSCC
SEMA3CNRP1_PLXNA1SEMA3C_NRP1_PLXNA1SEMA3HNSCCOSCC
SEMA3DNRP1_PLXNA1SEMA3D_NRP1_PLXNA1SEMA3HNSCCOSCC
SEMA3CNRP2_PLXNA1SEMA3C_NRP2_PLXNA1SEMA3HNSCCOSCC
SEMA3DNRP2_PLXNA1SEMA3D_NRP2_PLXNA1SEMA3HNSCCOSCC
SEMA3FNRP2_PLXNA1SEMA3F_NRP2_PLXNA1SEMA3HNSCCOSCC
SEMA3GNRP2_PLXNA1SEMA3G_NRP2_PLXNA1SEMA3HNSCCOSCC
SEMA4ANRP1_PLXNA1SEMA4A_NRP1_PLXNA1SEMA4HNSCCOSCC
SEMA5APLXNA1SEMA5A_PLXNA1SEMA5HNSCCOSCC
SEMA3CNRP2_PLXNA1SEMA3C_NRP2_PLXNA1SEMA3HNSCCPrecancer
SEMA3DNRP2_PLXNA1SEMA3D_NRP2_PLXNA1SEMA3HNSCCPrecancer
SEMA3FNRP2_PLXNA1SEMA3F_NRP2_PLXNA1SEMA3HNSCCPrecancer
SEMA3GNRP2_PLXNA1SEMA3G_NRP2_PLXNA1SEMA3HNSCCPrecancer
SEMA6DPLXNA1SEMA6D_PLXNA1SEMA6HNSCCPrecancer
SEMA5APLXNA1SEMA5A_PLXNA1SEMA5HNSCCPrecancer
SEMA6DPLXNA1SEMA6D_PLXNA1SEMA6LungAAH
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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
PLXNA1SNVMissense_Mutationnovelc.1907N>Tp.Arg636Leup.R636LQ9UIW2protein_codingtolerated(0.66)benign(0.015)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PLXNA1SNVMissense_Mutationnovelc.2369N>Tp.Trp790Leup.W790LQ9UIW2protein_codingdeleterious(0)benign(0.027)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PLXNA1SNVMissense_Mutationnovelc.3751G>Ap.Gly1251Argp.G1251RQ9UIW2protein_codingdeleterious(0)possibly_damaging(0.454)TCGA-AC-A23G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
PLXNA1SNVMissense_Mutationc.353N>Ap.Leu118Glnp.L118QQ9UIW2protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PLXNA1SNVMissense_Mutationc.5656N>Ap.Glu1886Lysp.E1886KQ9UIW2protein_codingdeleterious(0.01)benign(0.111)TCGA-AO-A0J7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
PLXNA1SNVMissense_Mutationc.3988C>Tp.Arg1330Trpp.R1330WQ9UIW2protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
PLXNA1SNVMissense_Mutationnovelc.1394N>Tp.Ser465Leup.S465LQ9UIW2protein_codingtolerated(0.31)benign(0.02)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PLXNA1SNVMissense_Mutationnovelc.4295N>Ap.Arg1432Glnp.R1432QQ9UIW2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0C7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PLXNA1SNVMissense_Mutationrs755897446c.2149N>Ap.Val717Metp.V717MQ9UIW2protein_codingdeleterious(0.01)benign(0.1)TCGA-BH-A202-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
PLXNA1SNVMissense_Mutationc.5262C>Gp.Ile1754Metp.I1754MQ9UIW2protein_codingdeleterious(0)probably_damaging(0.977)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
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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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