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: ANXA5

Gene summary for ANXA5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANXA5

Gene ID

308

Gene nameannexin A5
Gene AliasANX5
Cytomap4q27
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

P08758


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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
308ANXA5GSM4909319HumanBreastIDC9.13e-45-6.95e-010.1563
308ANXA5GSM4909320HumanBreastIDC1.16e-13-7.44e-010.1575
308ANXA5GSM4909321HumanBreastIDC2.48e-32-6.64e-010.1559
308ANXA5ctrl6HumanBreastPrecancer1.14e-044.39e-01-0.0061
308ANXA5brca1HumanBreastPrecancer1.40e-185.33e-01-0.0338
308ANXA5brca2HumanBreastPrecancer2.93e-114.22e-01-0.024
308ANXA5brca3HumanBreastPrecancer6.11e-195.11e-01-0.0263
308ANXA5brca10HumanBreastPrecancer4.26e-205.80e-01-0.0029
308ANXA5M1HumanBreastIDC4.80e-05-4.30e-010.1577
308ANXA5NCCBC14HumanBreastDCIS8.52e-263.62e-010.2021
308ANXA5NCCBC5HumanBreastDCIS1.01e-131.10e-020.2046
308ANXA5P1HumanBreastIDC2.10e-22-4.64e-010.1527
308ANXA5P2HumanBreastIDC1.84e-032.35e-010.21
308ANXA5DCIS2HumanBreastDCIS5.44e-462.42e-010.0085
308ANXA5CA_HPV_1HumanCervixCC1.91e-151.84e-010.0264
308ANXA5N_HPV_1HumanCervixN_HPV1.15e-031.97e-010.0079
308ANXA5N_HPV_2HumanCervixN_HPV4.10e-032.69e-01-0.0131
308ANXA5CCI_2HumanCervixCC2.35e-04-6.04e-010.5249
308ANXA5CCI_3HumanCervixCC5.06e-06-5.90e-010.516
308ANXA5CCII_1HumanCervixCC1.08e-22-7.99e-010.3249
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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
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00420609BreastPrecancerwound healing48/1080422/187235.48e-061.63e-0448
GO:00508789BreastPrecancerregulation of body fluid levels40/1080379/187231.68e-042.77e-0340
GO:00075995BreastPrecancerhemostasis24/1080222/187232.31e-032.15e-0224
GO:00075965BreastPrecancerblood coagulation23/1080217/187233.61e-032.98e-0223
GO:00508175BreastPrecancercoagulation23/1080222/187234.78e-033.64e-0223
GO:004206014BreastIDCwound healing55/1434422/187237.27e-051.45e-0355
GO:005087813BreastIDCregulation of body fluid levels50/1434379/187231.12e-042.10e-0350
GO:005087823BreastDCISregulation of body fluid levels50/1390379/187235.17e-051.06e-0350
GO:004206024BreastDCISwound healing54/1390422/187236.09e-051.22e-0354
GO:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:005087810CervixCCregulation of body fluid levels78/2311379/187233.20e-068.77e-0578
GO:00508176CervixCCcoagulation45/2311222/187235.08e-044.94e-0345
GO:00075966CervixCCblood coagulation44/2311217/187235.78e-045.52e-0344
GO:00075996CervixCChemostasis44/2311222/187239.47e-047.95e-0344
GO:004206025CervixN_HPVwound healing28/534422/187233.37e-058.58e-0428
GO:005087824CervixN_HPVregulation of body fluid levels22/534379/187231.37e-031.49e-0222
GO:005081721CervixN_HPVcoagulation14/534222/187234.76e-033.52e-0214
GO:004206016EndometriumAEHwound healing91/2100422/187234.85e-104.61e-0891
GO:00075967EndometriumAEHblood coagulation43/2100217/187231.42e-041.89e-0343
GO:00075997EndometriumAEHhemostasis43/2100222/187232.39e-042.86e-0343
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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
ANXA5insertionFrame_Shift_Insnovelc.564_565insGp.Thr189AspfsTer3p.T189Dfs*3P08758protein_codingTCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ANXA5SNVMissense_Mutationrs780076315c.451N>Tp.Arg151Trpp.R151WP08758protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANXA5SNVMissense_Mutationc.149N>Ap.Arg50Hisp.R50HP08758protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANXA5SNVMissense_Mutationnovelc.278N>Tp.Ala93Valp.A93VP08758protein_codingtolerated(0.22)benign(0.298)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ANXA5SNVMissense_Mutationrs137877895c.605N>Ap.Ser202Asnp.S202NP08758protein_codingtolerated(0.22)probably_damaging(0.939)TCGA-DM-A285-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ANXA5SNVMissense_Mutationnovelc.812N>Tp.Arg271Ilep.R271IP08758protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANXA5SNVMissense_Mutationnovelc.20N>Tp.Gly7Valp.G7VP08758protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANXA5SNVMissense_Mutationnovelc.870N>Tp.Lys290Asnp.K290NP08758protein_codingtolerated(0.14)probably_damaging(0.964)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ANXA5SNVMissense_Mutationnovelc.223N>Ap.Gly75Argp.G75RP08758protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ANXA5SNVMissense_Mutationnovelc.85N>Gp.Lys29Glup.K29EP08758protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid 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
308ANXA5KINASE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERDiannexin
308ANXA5KINASE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERBETA-LAPACHONELAPACHONE11474117
308ANXA5KINASE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERDNR11986942
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