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: ANXA8

Gene summary for ANXA8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANXA8

Gene ID

653145

Gene nameannexin A8
Gene AliasANX8
Cytomap10q11.22
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

P13928


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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
653145ANXA8LZE4THumanEsophagusESCC1.55e-103.18e-010.0811
653145ANXA8LZE8THumanEsophagusESCC2.99e-278.93e-010.067
653145ANXA8LZE20THumanEsophagusESCC4.98e-029.90e-020.0662
653145ANXA8LZE22D1HumanEsophagusHGIN1.24e-042.29e-010.0595
653145ANXA8LZE22THumanEsophagusESCC1.54e-043.27e-010.068
653145ANXA8LZE24THumanEsophagusESCC1.46e-021.12e-010.0596
653145ANXA8LZE21THumanEsophagusESCC1.16e-054.81e-010.0655
653145ANXA8LZE6THumanEsophagusESCC1.55e-083.88e-010.0845
653145ANXA8P1T-EHumanEsophagusESCC4.62e-033.39e-010.0875
653145ANXA8P4T-EHumanEsophagusESCC1.49e-092.58e-010.1323
653145ANXA8P5T-EHumanEsophagusESCC4.05e-255.07e-010.1327
653145ANXA8P8T-EHumanEsophagusESCC1.50e-194.43e-010.0889
653145ANXA8P9T-EHumanEsophagusESCC4.01e-041.47e-010.1131
653145ANXA8P11T-EHumanEsophagusESCC2.64e-311.70e+000.1426
653145ANXA8P15T-EHumanEsophagusESCC4.72e-093.12e-010.1149
653145ANXA8P17T-EHumanEsophagusESCC3.47e-147.06e-010.1278
653145ANXA8P19T-EHumanEsophagusESCC2.95e-088.48e-010.1662
653145ANXA8P20T-EHumanEsophagusESCC2.17e-397.80e-010.1124
653145ANXA8P21T-EHumanEsophagusESCC1.44e-781.87e+000.1617
653145ANXA8P22T-EHumanEsophagusESCC1.32e-062.05e-010.1236
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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
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
∗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:005254726EsophagusHGINregulation of peptidase activity102/2587461/187236.29e-072.72e-05102
GO:005254826EsophagusHGINregulation of endopeptidase activity96/2587432/187231.09e-064.30e-0596
GO:001619710EsophagusHGINendosomal transport57/2587230/187235.74e-061.81e-0457
GO:00070328EsophagusHGINendosome organization25/258782/187237.45e-051.69e-0325
GO:00160509EsophagusHGINvesicle organization65/2587300/187231.24e-042.54e-0365
GO:004586126EsophagusHGINnegative regulation of proteolysis68/2587351/187232.21e-032.28e-0268
GO:005134620EsophagusHGINnegative regulation of hydrolase activity72/2587379/187232.81e-032.75e-0272
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
GO:000703214EsophagusESCCendosome organization61/855282/187231.13e-071.85e-0661
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:001046620EsophagusESCCnegative regulation of peptidase activity140/8552262/187236.73e-032.46e-02140
GO:001095119EsophagusESCCnegative regulation of endopeptidase activity135/8552252/187236.86e-032.51e-02135
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:005254720Oral cavityOSCCregulation of peptidase activity255/7305461/187235.78e-132.75e-11255
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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
ANXA8SNVMissense_Mutationnovelc.333N>Tp.Glu111Aspp.E111Dprotein_codingtolerated(1)benign(0.015)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANXA8SNVMissense_Mutationnovelc.548N>Gp.Glu183Glyp.E183Gprotein_codingdeleterious(0.02)benign(0.073)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
ANXA8SNVMissense_Mutationnovelc.706G>Ap.Glu236Lysp.E236Kprotein_codingdeleterious(0)benign(0.31)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANXA8SNVMissense_Mutationnovelc.795N>Ap.Ser265Argp.S265Rprotein_codingdeleterious(0)probably_damaging(0.915)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANXA8SNVMissense_Mutationnovelc.736N>Tp.Arg246Cysp.R246Cprotein_codingdeleterious(0)benign(0.171)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ANXA8SNVMissense_Mutationnovelc.694N>Tp.Arg232Cysp.R232Cprotein_codingtolerated(0.13)benign(0.003)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ANXA8SNVMissense_Mutationnovelc.736N>Tp.Arg246Cysp.R246Cprotein_codingdeleterious(0)benign(0.171)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ANXA8SNVMissense_Mutationnovelc.547G>Ap.Glu183Lysp.E183Kprotein_codingtolerated(0.51)possibly_damaging(0.615)TCGA-CK-4947-01Colorectumcolon adenocarcinomaFemale<65III/IVOther, specify in notesfolinicSD
ANXA8SNVMissense_Mutationnovelc.281G>Ap.Arg94Glnp.R94Qprotein_codingdeleterious(0)possibly_damaging(0.726)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANXA8SNVMissense_Mutationnovelc.1090N>Ap.Asp364Asnp.D364Nprotein_codingtolerated(0.36)benign(0.043)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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