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: ANXA7

Gene summary for ANXA7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANXA7

Gene ID

310

Gene nameannexin A7
Gene AliasANX7
Cytomap10q22.2
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

P20073


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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
310ANXA7LZE4THumanEsophagusESCC5.23e-167.87e-010.0811
310ANXA7LZE8THumanEsophagusESCC8.76e-145.33e-010.067
310ANXA7LZE20THumanEsophagusESCC8.30e-043.03e-010.0662
310ANXA7LZE22THumanEsophagusESCC4.92e-036.23e-010.068
310ANXA7LZE24THumanEsophagusESCC5.08e-281.18e+000.0596
310ANXA7LZE6THumanEsophagusESCC5.39e-056.56e-010.0845
310ANXA7P1T-EHumanEsophagusESCC3.84e-036.71e-010.0875
310ANXA7P2T-EHumanEsophagusESCC1.06e-571.07e+000.1177
310ANXA7P4T-EHumanEsophagusESCC2.17e-441.31e+000.1323
310ANXA7P5T-EHumanEsophagusESCC1.31e-319.20e-010.1327
310ANXA7P8T-EHumanEsophagusESCC5.33e-368.35e-010.0889
310ANXA7P9T-EHumanEsophagusESCC5.98e-175.64e-010.1131
310ANXA7P10T-EHumanEsophagusESCC2.27e-233.11e-010.116
310ANXA7P11T-EHumanEsophagusESCC5.57e-181.10e+000.1426
310ANXA7P12T-EHumanEsophagusESCC2.05e-451.10e+000.1122
310ANXA7P15T-EHumanEsophagusESCC5.45e-471.16e+000.1149
310ANXA7P16T-EHumanEsophagusESCC1.69e-457.40e-010.1153
310ANXA7P17T-EHumanEsophagusESCC1.05e-107.30e-010.1278
310ANXA7P19T-EHumanEsophagusESCC3.77e-151.84e+000.1662
310ANXA7P20T-EHumanEsophagusESCC6.18e-349.84e-010.1124
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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
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
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:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:001003812LiverCirrhoticresponse to metal ion150/4634373/187232.27e-111.37e-09150
GO:005159211LiverCirrhoticresponse to calcium ion61/4634149/187239.47e-061.38e-0461
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:0061025LiverHCCmembrane fusion88/7958163/187231.98e-031.00e-0288
GO:005159221LiverHCCresponse to calcium ion81/7958149/187232.26e-031.13e-0281
GO:001003820Oral cavityOSCCresponse to metal ion188/7305373/187234.34e-065.00e-05188
GO:00610253Oral cavityOSCCmembrane fusion84/7305163/187237.56e-044.12e-0384
GO:0010038110Oral cavityLPresponse to metal ion124/4623373/187231.09e-041.31e-03124
GO:00610251Oral cavityLPmembrane fusion58/4623163/187231.19e-039.62e-0358
GO:001003826Oral cavityEOLPresponse to metal ion71/2218373/187233.32e-054.65e-0471
GO:00515929Oral cavityEOLPresponse to calcium ion33/2218149/187232.62e-042.54e-0333
GO:00610252Oral cavityEOLPmembrane fusion31/2218163/187235.09e-032.67e-0231
GO:001003829SkincSCCresponse to metal ion132/4864373/187233.11e-053.42e-04132
GO:00610255SkincSCCmembrane fusion63/4864163/187232.49e-042.03e-0363
GO:005159217SkincSCCresponse to calcium ion52/4864149/187239.63e-034.31e-0252
GO:0010038112ThyroidPTCresponse to metal ion157/5968373/187231.80e-051.86e-04157
GO:00610256ThyroidPTCmembrane fusion77/5968163/187232.86e-052.78e-0477
GO:005159219ThyroidPTCresponse to calcium ion65/5968149/187231.67e-039.16e-0365
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05014210EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa0501438EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa0501414LiverCirrhoticAmyotrophic lateral sclerosis187/2530364/84651.56e-186.50e-174.01e-17187
hsa0501415LiverCirrhoticAmyotrophic lateral sclerosis187/2530364/84651.56e-186.50e-174.01e-17187
hsa0501422LiverHCCAmyotrophic lateral sclerosis252/4020364/84658.85e-187.41e-164.12e-16252
hsa0501432LiverHCCAmyotrophic lateral sclerosis252/4020364/84658.85e-187.41e-164.12e-16252
hsa0501428Oral cavityOSCCAmyotrophic lateral sclerosis246/3704364/84656.65e-211.11e-185.67e-19246
hsa05014112Oral cavityOSCCAmyotrophic lateral sclerosis246/3704364/84656.65e-211.11e-185.67e-19246
hsa0501429Oral cavityLPAmyotrophic lateral sclerosis197/2418364/84651.25e-251.39e-238.93e-24197
hsa0501437Oral cavityLPAmyotrophic lateral sclerosis197/2418364/84651.25e-251.39e-238.93e-24197
hsa0501445Oral cavityEOLPAmyotrophic lateral sclerosis93/1218364/84657.07e-091.14e-076.74e-0893
hsa0501455Oral cavityEOLPAmyotrophic lateral sclerosis93/1218364/84657.07e-091.14e-076.74e-0893
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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
ANXA7SNVMissense_Mutationrs182716602c.1405N>Gp.Met469Valp.M469VP20073protein_codingtolerated(0.5)benign(0.033)TCGA-GM-A3XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
ANXA7SNVMissense_Mutationrs865807607c.1199N>Tp.Ser400Phep.S400FP20073protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ANXA7SNVMissense_Mutationrs142735473c.556G>Ap.Asp186Asnp.D186NP20073protein_codingtolerated(0.33)benign(0.089)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANXA7SNVMissense_Mutationrs769213073c.784N>Ap.Asp262Asnp.D262NP20073protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANXA7SNVMissense_Mutationc.1337N>Ap.Arg446Glnp.R446QP20073protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
ANXA7SNVMissense_Mutationrs770697765c.991N>Tp.Arg331Cysp.R331CP20073protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ANXA7SNVMissense_Mutationrs146521289c.1375N>Ap.Ala459Thrp.A459TP20073protein_codingtolerated(0.57)benign(0.022)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
ANXA7SNVMissense_Mutationrs10159690c.992N>Ap.Arg331Hisp.R331HP20073protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AF-3911-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5-fuPD
ANXA7SNVMissense_Mutationrs769213073c.784N>Ap.Asp262Asnp.D262NP20073protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
ANXA7SNVMissense_Mutationrs770294831c.644N>Ap.Arg215Hisp.R215HP20073protein_codingdeleterious(0)benign(0.322)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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