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: ANXA6

Gene summary for ANXA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANXA6

Gene ID

309

Gene nameannexin A6
Gene AliasANX6
Cytomap5q33.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A0A0S2Z2Z6


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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
309ANXA6HTA11_866_3004761011HumanColorectumAD1.86e-041.84e-010.096
309ANXA6HTA11_99999970781_79442HumanColorectumMSS3.00e-037.72e-020.294
309ANXA6HTA11_99999965062_69753HumanColorectumMSI-H7.81e-087.07e-010.3487
309ANXA6HTA11_99999965104_69814HumanColorectumMSS3.75e-021.64e-010.281
309ANXA6HTA11_99999971662_82457HumanColorectumMSS8.03e-225.89e-010.3859
309ANXA6HTA11_99999973899_84307HumanColorectumMSS1.12e-062.66e-010.2585
309ANXA6HTA11_99999974143_84620HumanColorectumMSS1.69e-072.05e-010.3005
309ANXA6CRC-1-8810HumanColorectumCRC2.17e-042.39e-010.6257
309ANXA6LZE7THumanEsophagusESCC2.35e-021.27e-010.0667
309ANXA6LZE24THumanEsophagusESCC9.94e-048.59e-020.0596
309ANXA6LZE6THumanEsophagusESCC2.84e-107.24e-010.0845
309ANXA6P2T-EHumanEsophagusESCC1.21e-457.54e-010.1177
309ANXA6P4T-EHumanEsophagusESCC1.66e-053.43e-010.1323
309ANXA6P9T-EHumanEsophagusESCC3.19e-052.47e-010.1131
309ANXA6P10T-EHumanEsophagusESCC6.85e-112.95e-010.116
309ANXA6P11T-EHumanEsophagusESCC5.27e-096.24e-010.1426
309ANXA6P16T-EHumanEsophagusESCC6.44e-254.73e-010.1153
309ANXA6P19T-EHumanEsophagusESCC3.16e-101.22e+000.1662
309ANXA6P24T-EHumanEsophagusESCC6.32e-084.16e-010.1287
309ANXA6P32T-EHumanEsophagusESCC2.58e-401.02e+000.1666
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
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:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0051560ColorectumADmitochondrial calcium ion homeostasis13/391826/187239.41e-048.92e-0313
GO:0090257ColorectumADregulation of muscle system process73/3918252/187231.46e-031.24e-0273
GO:0051651ColorectumADmaintenance of location in cell61/3918214/187235.02e-033.37e-0261
GO:00420602ColorectumMSSwound healing119/3467422/187235.93e-072.24e-05119
GO:00016672ColorectumMSSameboidal-type cell migration120/3467475/187231.37e-042.05e-03120
GO:00515602ColorectumMSSmitochondrial calcium ion homeostasis12/346726/187231.16e-031.12e-0212
GO:0003413ColorectumMSSchondrocyte differentiation involved in endochondral bone morphogenesis8/346714/187231.42e-031.32e-028
GO:00902572ColorectumMSSregulation of muscle system process66/3467252/187231.55e-031.41e-0266
GO:00516512ColorectumMSSmaintenance of location in cell57/3467214/187232.07e-031.76e-0257
GO:00030121ColorectumMSSmuscle system process105/3467452/187236.39e-034.26e-02105
GO:0048762ColorectumMSSmesenchymal cell differentiation59/3467236/187237.79e-034.84e-0259
GO:0006937ColorectumMSI-Hregulation of muscle contraction24/1319169/187237.87e-041.46e-0224
GO:00420603ColorectumMSI-Hwound healing47/1319422/187231.23e-032.00e-0247
GO:00902573ColorectumMSI-Hregulation of muscle system process31/1319252/187231.74e-032.52e-0231
GO:00420605ColorectumCRCwound healing80/2078422/187231.06e-066.54e-0580
GO:00902575ColorectumCRCregulation of muscle system process51/2078252/187231.49e-054.63e-0451
GO:00016674ColorectumCRCameboidal-type cell migration82/2078475/187233.09e-058.01e-0482
GO:00030123ColorectumCRCmuscle system process74/2078452/187233.92e-045.80e-0374
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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
ANXA6SNVMissense_Mutationrs748009214c.1147N>Ap.Glu383Lysp.E383KP08133protein_codingdeleterious(0.03)possibly_damaging(0.833)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANXA6SNVMissense_Mutationrs772576227c.1886G>Ap.Arg629Hisp.R629HP08133protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ANXA6SNVMissense_Mutationc.905A>Gp.Tyr302Cysp.Y302CP08133protein_codingdeleterious(0.02)possibly_damaging(0.761)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
ANXA6SNVMissense_Mutationc.1878N>Cp.Met626Ilep.M626IP08133protein_codingtolerated(0.27)benign(0.018)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
ANXA6SNVMissense_Mutationrs763713710c.842G>Ap.Arg281Hisp.R281HP08133protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A228-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ANXA6SNVMissense_Mutationnovelc.1192C>Tp.Arg398Trpp.R398WP08133protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANXA6SNVMissense_Mutationnovelc.133N>Ap.Asp45Asnp.D45NP08133protein_codingtolerated(0.16)benign(0.185)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANXA6SNVMissense_Mutationrs758088547c.148C>Tp.Arg50Trpp.R50WP08133protein_codingdeleterious(0)probably_damaging(0.996)TCGA-5M-AATE-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ANXA6SNVMissense_Mutationc.1458N>Tp.Glu486Aspp.E486DP08133protein_codingdeleterious(0)benign(0.258)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANXA6SNVMissense_Mutationc.1391C>Tp.Thr464Ilep.T464IP08133protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
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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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