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: ANXA1

Gene summary for ANXA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANXA1

Gene ID

301

Gene nameannexin A1
Gene AliasANX1
Cytomap9q21.13
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P04083


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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
301ANXA1GSM4909281HumanBreastIDC9.72e-06-3.81e-010.21
301ANXA1GSM4909282HumanBreastIDC9.16e-07-1.64e-01-0.0288
301ANXA1GSM4909285HumanBreastIDC6.68e-16-5.41e-010.21
301ANXA1GSM4909286HumanBreastIDC3.03e-23-8.52e-010.1081
301ANXA1GSM4909287HumanBreastIDC8.76e-03-3.28e-010.2057
301ANXA1GSM4909290HumanBreastIDC5.24e-23-9.23e-010.2096
301ANXA1GSM4909291HumanBreastIDC1.57e-23-1.00e+000.1753
301ANXA1GSM4909292HumanBreastIDC2.62e-07-1.08e+000.1236
301ANXA1GSM4909293HumanBreastIDC1.21e-21-7.81e-010.1581
301ANXA1GSM4909294HumanBreastIDC1.44e-29-8.53e-010.2022
301ANXA1GSM4909296HumanBreastIDC1.71e-36-9.89e-010.1524
301ANXA1GSM4909297HumanBreastIDC6.02e-27-7.85e-010.1517
301ANXA1GSM4909298HumanBreastIDC1.37e-29-8.73e-010.1551
301ANXA1GSM4909299HumanBreastIDC1.47e-074.25e-010.035
301ANXA1GSM4909301HumanBreastIDC2.31e-49-1.06e+000.1577
301ANXA1GSM4909302HumanBreastIDC1.39e-28-9.03e-010.1545
301ANXA1GSM4909303HumanBreastIDC5.04e-07-8.20e-010.0438
301ANXA1GSM4909304HumanBreastIDC4.09e-44-1.05e+000.1636
301ANXA1GSM4909306HumanBreastIDC5.39e-14-6.64e-010.1564
301ANXA1GSM4909307HumanBreastIDC1.98e-15-6.60e-010.1569
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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
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:00069799BreastPrecancerresponse to oxidative stress70/1080446/187231.59e-144.26e-1270
GO:00485459BreastPrecancerresponse to steroid hormone53/1080339/187233.07e-113.66e-0953
GO:00621979BreastPrecancercellular response to chemical stress51/1080337/187232.40e-102.34e-0851
GO:00003029BreastPrecancerresponse to reactive oxygen species38/1080222/187231.47e-091.23e-0738
GO:00319608BreastPrecancerresponse to corticosteroid30/1080167/187232.50e-081.65e-0630
GO:00345999BreastPrecancercellular response to oxidative stress42/1080288/187232.78e-081.79e-0642
GO:00513468BreastPrecancernegative regulation of hydrolase activity50/1080379/187233.85e-082.34e-0650
GO:00975297BreastPrecancermyeloid leukocyte migration34/1080220/187231.42e-077.82e-0634
GO:00425429BreastPrecancerresponse to hydrogen peroxide26/1080146/187232.52e-071.26e-0526
GO:00509006BreastPrecancerleukocyte migration47/1080369/187232.82e-071.39e-0547
GO:00022629BreastPrecancermyeloid cell homeostasis27/1080157/187233.10e-071.49e-0527
GO:00513848BreastPrecancerresponse to glucocorticoid26/1080148/187233.32e-071.57e-0526
GO:00305956BreastPrecancerleukocyte chemotaxis34/1080230/187234.16e-071.89e-0534
GO:00457859BreastPrecancerpositive regulation of cell adhesion52/1080437/187235.74e-072.49e-0552
GO:00603266BreastPrecancercell chemotaxis41/1080310/187235.99e-072.55e-0541
GO:00716217BreastPrecancergranulocyte chemotaxis23/1080125/187236.73e-072.77e-0523
GO:00975307BreastPrecancergranulocyte migration24/1080148/187234.04e-061.26e-0424
GO:00018196BreastPrecancerpositive regulation of cytokine production52/1080467/187234.18e-061.29e-0452
GO:00420609BreastPrecancerwound healing48/1080422/187235.48e-061.63e-0448
GO:00487329BreastPrecancergland development49/1080436/187236.11e-061.73e-0449
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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
ANXA1FPR1ANXA1_FPR1ANNEXINBreastDCIS
ANXA1FPR1ANXA1_FPR1ANNEXINBreastIDC
ANXA1FPR2ANXA1_FPR2ANNEXINCervixADJ
ANXA1FPR1ANXA1_FPR1ANNEXINCervixADJ
ANXA1FPR2ANXA1_FPR2ANNEXINCervixCC
ANXA1FPR1ANXA1_FPR1ANNEXINCervixCC
ANXA1FPR2ANXA1_FPR2ANNEXINCervixHealthy
ANXA1FPR1ANXA1_FPR1ANNEXINCervixHealthy
ANXA1FPR2ANXA1_FPR2ANNEXINCervixPrecancer
ANXA1FPR1ANXA1_FPR1ANNEXINCervixPrecancer
ANXA1FPR1ANXA1_FPR1ANNEXINCRCAD
ANXA1FPR1ANXA1_FPR1ANNEXINCRCMSI-H
ANXA1FPR1ANXA1_FPR1ANNEXINEndometriumADJ
ANXA1FPR1ANXA1_FPR1ANNEXINEndometriumAEH
ANXA1FPR1ANXA1_FPR1ANNEXINEndometriumEEC
ANXA1FPR1ANXA1_FPR1ANNEXINGCADJ
ANXA1FPR2ANXA1_FPR2ANNEXINHNSCCADJ
ANXA1FPR1ANXA1_FPR1ANNEXINHNSCCADJ
ANXA1FPR1ANXA1_FPR1ANNEXINHNSCCHealthy
ANXA1FPR1ANXA1_FPR1ANNEXINLiverHCC
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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
ANXA1PANINPancreasHealthyVIM,LMNA,CAV1, etc.2.06e-01The 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.
ANXA1LYMENDThyroidADJTPSB2,S100A10,ANXA2, etc.4.63e-01The 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.
∗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
ANXA1SNVMissense_Mutationnovelc.428C>Tp.Ser143Leup.S143LP04083protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
ANXA1SNVMissense_Mutationnovelc.37N>Cp.Phe13Leup.F13LP04083protein_codingtolerated(0.4)benign(0.162)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ANXA1SNVMissense_Mutationc.80C>Tp.Ser27Leup.S27LP04083protein_codingtolerated(0.15)benign(0)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ANXA1SNVMissense_Mutationnovelc.598G>Ap.Asp200Asnp.D200NP04083protein_codingdeleterious(0.02)possibly_damaging(0.71)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ANXA1SNVMissense_Mutationnovelc.168N>Ap.Met56Ilep.M56IP04083protein_codingdeleterious(0.01)benign(0.04)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
ANXA1SNVMissense_Mutationc.604G>Ap.Asp202Asnp.D202NP04083protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AY-A71X-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ANXA1SNVMissense_Mutationc.831C>Ap.Phe277Leup.F277LP04083protein_codingdeleterious(0.01)possibly_damaging(0.5)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ANXA1SNVMissense_Mutationnovelc.881A>Gp.Lys294Argp.K294RP04083protein_codingtolerated(0.41)benign(0.021)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ANXA1SNVMissense_Mutationrs142849845c.97N>Ap.Gly33Argp.G33RP04083protein_codingtolerated(0.27)benign(0.037)TCGA-CK-4948-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
ANXA1SNVMissense_Mutationc.901N>Ap.Val301Ilep.V301IP04083protein_codingdeleterious(0.02)probably_damaging(0.945)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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
301ANXA1CELL SURFACE, DRUGGABLE GENOMERIMEXOLONERIMEXOLONE
301ANXA1CELL SURFACE, DRUGGABLE GENOMECLOCORTOLONECLOCORTOLONE
301ANXA1CELL SURFACE, DRUGGABLE GENOMEPREDNISOLONEPREDNISOLONE
301ANXA1CELL SURFACE, DRUGGABLE GENOMEBECLOMETHASONEBECLOMETHASONE
301ANXA1CELL SURFACE, DRUGGABLE GENOMEMOMETASONEMOMETASONE
301ANXA1CELL SURFACE, DRUGGABLE GENOMEMETHYLPREDNISOLONEMETHYLPREDNISOLONE
301ANXA1CELL SURFACE, DRUGGABLE GENOMEAMCINONIDEAMCINONIDE
301ANXA1CELL SURFACE, DRUGGABLE GENOMEPPD11468004
301ANXA1CELL SURFACE, DRUGGABLE GENOMECLOBETASOLCLOBETASOL
301ANXA1CELL SURFACE, DRUGGABLE GENOMEHYDROCORTISONEHYDROCORTISONE1712816
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