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: GAP43

Gene summary for GAP43

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GAP43

Gene ID

2596

Gene namegrowth associated protein 43
Gene AliasB-50
Cytomap3q13.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P17677


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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
2596GAP43P10T-EHumanEsophagusESCC2.05e-071.37e-010.116
2596GAP43P19T-EHumanEsophagusESCC4.34e-056.93e-010.1662
2596GAP43P24T-EHumanEsophagusESCC3.97e-042.28e-010.1287
2596GAP43P26T-EHumanEsophagusESCC7.90e-039.73e-020.1276
2596GAP43P32T-EHumanEsophagusESCC1.62e-135.02e-010.1666
2596GAP43P74T-EHumanEsophagusESCC1.08e-021.24e-010.1479
2596GAP43P76T-EHumanEsophagusESCC3.97e-041.04e-010.1207
2596GAP43P107T-EHumanEsophagusESCC7.61e-062.18e-010.171
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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
∗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:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:003109910EsophagusESCCregeneration122/8552198/187234.26e-064.57e-05122
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:00311033EsophagusESCCaxon regeneration37/855252/187231.75e-041.14e-0337
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:00311024EsophagusESCCneuron projection regeneration41/855260/187233.25e-041.91e-0341
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:00486785EsophagusESCCresponse to axon injury51/855283/187232.74e-031.16e-0251
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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
GAP43SNVMissense_Mutationnovelc.536N>Tp.Ala179Valp.A179VP17677protein_codingdeleterious(0.01)probably_damaging(0.927)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GAP43SNVMissense_Mutationc.449G>Tp.Gly150Valp.G150VP17677protein_codingdeleterious(0.01)benign(0.343)TCGA-BH-A0H6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GAP43SNVMissense_Mutationnovelc.401N>Ap.Pro134Hisp.P134HP17677protein_codingdeleterious(0.02)possibly_damaging(0.65)TCGA-BH-A5IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
GAP43SNVMissense_Mutationrs764694995c.772N>Tp.Arg258Trpp.R258WP17677protein_codingdeleterious(0)probably_damaging(0.927)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
GAP43SNVMissense_Mutationc.129G>Tp.Trp43Cysp.W43CP17677protein_codingtolerated(0.18)benign(0)TCGA-E2-A14X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
GAP43SNVMissense_Mutationnovelc.511N>Ap.Ala171Thrp.A171TP17677protein_codingtolerated(0.13)benign(0.112)TCGA-OL-A5RV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
GAP43deletionFrame_Shift_Delnovelc.371_381delNNNNNNNNNNNp.Glu125SerfsTer7p.E125Sfs*7P17677protein_codingTCGA-AN-A0FF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GAP43SNVMissense_Mutationc.165N>Cp.Lys55Asnp.K55NP17677protein_codingdeleterious(0)probably_damaging(0.995)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
GAP43SNVMissense_Mutationnovelc.271N>Gp.Lys91Glup.K91EP17677protein_codingtolerated(0.06)possibly_damaging(0.609)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GAP43SNVMissense_Mutationc.598N>Ap.Glu200Lysp.E200KP17677protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A5XV-01Cervixcervical & endocervical cancerFemale<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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