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: ANXA3

Gene summary for ANXA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANXA3

Gene ID

306

Gene nameannexin A3
Gene AliasANX3
Cytomap4q21.21
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

P12429


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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
306ANXA3GSM4909285HumanBreastIDC1.79e-02-3.44e-010.21
306ANXA3GSM4909286HumanBreastIDC9.36e-17-4.53e-010.1081
306ANXA3GSM4909287HumanBreastIDC6.43e-06-3.52e-010.2057
306ANXA3GSM4909288HumanBreastIDC3.08e-047.80e-020.0988
306ANXA3GSM4909290HumanBreastIDC1.11e-02-3.22e-010.2096
306ANXA3GSM4909293HumanBreastIDC2.29e-09-4.08e-010.1581
306ANXA3GSM4909296HumanBreastIDC1.27e-12-4.01e-010.1524
306ANXA3GSM4909297HumanBreastIDC7.56e-12-4.19e-010.1517
306ANXA3GSM4909298HumanBreastIDC3.16e-08-4.03e-010.1551
306ANXA3GSM4909301HumanBreastIDC2.19e-14-4.44e-010.1577
306ANXA3GSM4909302HumanBreastIDC2.90e-06-3.67e-010.1545
306ANXA3GSM4909304HumanBreastIDC2.93e-16-4.54e-010.1636
306ANXA3GSM4909306HumanBreastIDC1.37e-03-3.42e-010.1564
306ANXA3GSM4909307HumanBreastIDC8.84e-08-4.17e-010.1569
306ANXA3GSM4909308HumanBreastIDC1.61e-13-4.46e-010.158
306ANXA3GSM4909311HumanBreastIDC1.02e-13-4.22e-010.1534
306ANXA3GSM4909312HumanBreastIDC2.01e-14-4.42e-010.1552
306ANXA3GSM4909319HumanBreastIDC3.47e-18-4.56e-010.1563
306ANXA3GSM4909320HumanBreastIDC4.03e-06-4.56e-010.1575
306ANXA3GSM4909321HumanBreastIDC1.13e-12-4.36e-010.1559
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0031099110ThyroidPTCregeneration82/5968198/187232.83e-031.40e-0282
GO:00215373ThyroidPTCtelencephalon development100/5968248/187232.90e-031.44e-02100
GO:004576612ThyroidPTCpositive regulation of angiogenesis75/5968181/187234.09e-031.95e-0275
GO:190401812ThyroidPTCpositive regulation of vasculature development75/5968181/187234.09e-031.95e-0275
GO:0031960111ThyroidPTCresponse to corticosteroid69/5968167/187236.18e-032.74e-0269
GO:0051384111ThyroidPTCresponse to glucocorticoid62/5968148/187236.39e-032.81e-0262
GO:00309007ThyroidPTCforebrain development143/5968379/187238.47e-033.56e-02143
GO:001059416ThyroidPTCregulation of endothelial cell migration91/5968232/187231.03e-024.18e-0291
GO:001059522Thyroidgoiterspositive regulation of endothelial cell migration15/497133/187232.55e-061.27e-0415
GO:001063426Thyroidgoiterspositive regulation of epithelial cell migration17/497176/187234.76e-062.22e-0417
GO:001059422Thyroidgoitersregulation of endothelial cell migration18/497232/187235.06e-051.73e-0318
GO:004354223Thyroidgoitersendothelial cell migration20/497279/187236.02e-052.03e-0320
GO:001063225Thyroidgoitersregulation of epithelial cell migration20/497292/187231.13e-043.45e-0320
GO:009013027Thyroidgoiterstissue migration23/497365/187231.25e-043.77e-0323
GO:001063127Thyroidgoitersepithelial cell migration22/497357/187232.38e-046.62e-0322
GO:009013227Thyroidgoitersepithelium migration22/497360/187232.68e-047.20e-0322
GO:000166729Thyroidgoitersameboidal-type cell migration25/497475/187239.67e-042.01e-0225
GO:003109925Thyroidgoitersregeneration13/497198/187232.50e-034.04e-0213
GO:005105219ThyroidATCregulation of DNA metabolic process183/6293359/187235.97e-122.30e-10183
GO:000166731ThyroidATCameboidal-type cell migration228/6293475/187233.72e-111.22e-09228
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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
ANXA3SNVMissense_Mutationrs73828045c.863G>Ap.Arg288Glnp.R288QP12429protein_codingdeleterious(0.02)benign(0.242)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANXA3SNVMissense_Mutationrs181568024c.157N>Tp.Arg53Trpp.R53WP12429protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANXA3SNVMissense_Mutationnovelc.505N>Gp.Lys169Glup.K169EP12429protein_codingtolerated(0.87)benign(0.035)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ANXA3SNVMissense_Mutationc.786N>Cp.Leu262Phep.L262FP12429protein_codingdeleterious(0)possibly_damaging(0.85)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANXA3SNVMissense_Mutationnovelc.104N>Cp.Gly35Alap.G35AP12429protein_codingdeleterious(0)probably_damaging(0.999)TCGA-GM-A3XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
ANXA3SNVMissense_Mutationc.112N>Ap.Glu38Lysp.E38KP12429protein_codingtolerated(0.11)probably_damaging(0.992)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ANXA3SNVMissense_Mutationc.8N>Gp.Ser3Cysp.S3CP12429protein_codingdeleterious(0)benign(0)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANXA3SNVMissense_Mutationc.703N>Tp.His235Tyrp.H235YP12429protein_codingtolerated(0.06)possibly_damaging(0.58)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANXA3SNVMissense_Mutationnovelc.253N>Ap.Val85Metp.V85MP12429protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-AA-3972-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
ANXA3SNVMissense_Mutationnovelc.591N>Ap.Phe197Leup.F197LP12429protein_codingdeleterious(0.01)probably_damaging(0.98)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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